Generate Seurat object with selected number of principal components, and resolution 0.8

1 Setup

library(data.table)
library(ggedit)
library(kableExtra)
library(knitr)
library(Matrix)
library(Seurat)
library(tidyverse)

resolution <- 0.8
sample_name <- basename(dirname(dirname(getwd())))

tables_directory <- file.path("tables", paste0("resolution_", resolution))
dir.create(tables_directory, showWarnings = FALSE)
seurat_objects_directory <- file.path("seurat_objects")

2 Load the Seurat object.

load(file.path(seurat_objects_directory, "seurat_object_after_principal_components_analysis.Rda"))

3 Read the annotation file.

input_directory <- "../../../../annotation/hg19"
input_file <- "gene_annotation.txt"
annotation <- fread(file.path(input_directory, input_file), data.table=FALSE)

4 20 principal components

principal_components <- 20
seurat_20_principal_components <- seurat
seurat_20_principal_components <- FindClusters(seurat_20_principal_components, reduction.type = "pca", dims.use = 1:principal_components, resolution = as.numeric(resolution), print.output = FALSE, save.SNN = TRUE)

4.1 tSNE plot

# tSNE plot is different when do.fast is set to false.
seurat_20_principal_components <- RunTSNE(seurat_20_principal_components, dims.use = 1:principal_components, do.fast = TRUE)

# Plot tSNE
p <- TSNEPlot(seurat_20_principal_components, do.return=TRUE)
show(p)

4.2 Violin plots

# Generate quality control plots on clusters.
p <- VlnPlot(seurat_20_principal_components, "nGene", do.return=TRUE)
show(p)

p <- p %>% remove_geom("point")
show(p)

p <- VlnPlot(seurat_20_principal_components, "nUMI", do.return=TRUE)
show(p)

p <- p %>% remove_geom("point")
show(p)

p <- VlnPlot(seurat_20_principal_components, "percent_mito", do.return=TRUE)
show(p)

p <- p %>% remove_geom("point")
show(p)

4.3 Cluster markers

# Write to file the cluster to which each cell belongs
dir.create(file.path(tables_directory, "tsne", "cluster_markers"), recursive=TRUE, showWarnings=FALSE)
cell_cluster <- seurat@ident
cell_cluster <- as.data.frame(cell_cluster)
colnames(cell_cluster) <- "cluster"
cell_cluster <- rownames_to_column(cell_cluster, "cell")
cell_cluster <- dplyr::arrange(cell_cluster, cluster)
write.table(x=cell_cluster, file=file.path(tables_directory, "tsne", paste0("cell_cluster_pc_", principal_components, ".txt")), sep="\t", quote=FALSE, row.names=FALSE)

# Find markers for every cluster compared to all remaining cells, report only the positive ones
data_markers <- FindAllMarkers(seurat_20_principal_components, only.pos = TRUE, min.pct = 0.25, thresh.use = 0.25)
data_markers <- dplyr::rename(data_markers, external_gene_id=gene)
data_markers_with_annotation <- left_join(data_markers, annotation)
data_markers_with_annotation <- dplyr::arrange(data_markers_with_annotation, cluster, p_val)
write.table(x=data_markers, file=file.path(tables_directory, "tsne", "cluster_markers", paste0("all_clusters_markers_pc_", principal_components, ".txt")), sep="\t", quote=FALSE, row.names=FALSE)
write.table(x=data_markers_with_annotation, file=file.path(tables_directory, "tsne", "cluster_markers", paste0("all_clusters_markers_with_annotation_pc_", principal_components, ".txt")), sep="\t", quote=FALSE, row.names=FALSE)
kable(data_markers_with_annotation, caption="Cluster markers") %>% kable_styling() %>% scroll_box(width = "800px", height = "400px")

Cluster markers

p_val	avg_logFC	pct.1	pct.2	p_val_adj	cluster	external_gene_id	ensembl_gene_id	gene_biotype	description
0.0000000	1.5550613	0.861	0.541	0.0000000	0	CLU	ENSG00000120885	protein_coding	clusterin [Source:HGNC Symbol;Acc:2095]
0.0000000	1.2025931	0.670	0.196	0.0000000	0	ZFP36	ENSG00000128016	protein_coding	ZFP36 ring finger protein [Source:HGNC Symbol;Acc:12862]
0.0000000	1.0086566	0.933	0.663	0.0000000	0	JUNB	ENSG00000171223	protein_coding	jun B proto-oncogene [Source:HGNC Symbol;Acc:6205]
0.0000000	0.9976379	0.907	0.647	0.0000000	0	FOS	ENSG00000170345	protein_coding	FBJ murine osteosarcoma viral oncogene homolog [Source:HGNC Symbol;Acc:3796]
0.0000000	0.9230694	0.747	0.382	0.0000000	0	ZFP36L1	ENSG00000185650	protein_coding	ZFP36 ring finger protein-like 1 [Source:HGNC Symbol;Acc:1107]
0.0000000	0.8262967	0.294	0.020	0.0000000	0	ANGPTL1	ENSG00000116194	protein_coding	angiopoietin-like 1 [Source:HGNC Symbol;Acc:489]
0.0000000	0.9333406	0.335	0.037	0.0000000	0	RGR	ENSG00000148604	protein_coding	retinal G protein coupled receptor [Source:HGNC Symbol;Acc:9990]
0.0000000	1.3916180	0.278	0.022	0.0000000	0	HES1	ENSG00000114315	protein_coding	hes family bHLH transcription factor 1 [Source:HGNC Symbol;Acc:5192]
0.0000000	0.9863924	0.387	0.078	0.0000000	0	FRZB	ENSG00000162998	protein_coding	frizzled-related protein [Source:HGNC Symbol;Acc:3959]
0.0000000	0.6414975	0.268	0.024	0.0000000	0	FXYD1	ENSG00000266964	protein_coding	FXYD domain containing ion transport regulator 1 [Source:HGNC Symbol;Acc:4025]
0.0000000	0.7326040	0.273	0.027	0.0000000	0	CCDC80	ENSG00000091986	protein_coding	coiled-coil domain containing 80 [Source:HGNC Symbol;Acc:30649]
0.0000000	1.0111369	0.521	0.175	0.0000000	0	CRYAB	ENSG00000109846	protein_coding	crystallin, alpha B [Source:HGNC Symbol;Acc:2389]
0.0000000	0.6186820	0.314	0.063	0.0000000	0	TNFRSF21	ENSG00000146072	protein_coding	tumor necrosis factor receptor superfamily, member 21 [Source:HGNC Symbol;Acc:13469]
0.0000000	0.7282217	0.490	0.180	0.0000000	0	ANXA2	ENSG00000182718	protein_coding	annexin A2 [Source:HGNC Symbol;Acc:537]
0.0000000	0.8079413	0.809	0.567	0.0000000	0	IER2	ENSG00000160888	protein_coding	immediate early response 2 [Source:HGNC Symbol;Acc:28871]
0.0000000	0.9443122	0.448	0.161	0.0000000	0	IFITM3	ENSG00000142089	protein_coding	interferon induced transmembrane protein 3 [Source:HGNC Symbol;Acc:5414]
0.0000000	0.5915859	0.397	0.125	0.0000000	0	SOX9	ENSG00000125398	protein_coding	SRY (sex determining region Y)-box 9 [Source:HGNC Symbol;Acc:11204]
0.0000000	0.7283672	0.448	0.165	0.0000000	0	DUSP6	ENSG00000139318	protein_coding	dual specificity phosphatase 6 [Source:HGNC Symbol;Acc:3072]
0.0000000	0.6693746	0.521	0.220	0.0000000	0	FOSB	ENSG00000125740	protein_coding	FBJ murine osteosarcoma viral oncogene homolog B [Source:HGNC Symbol;Acc:3797]
0.0000000	0.6377839	0.253	0.045	0.0000000	0	C10orf11	ENSG00000148655	protein_coding	chromosome 10 open reading frame 11 [Source:HGNC Symbol;Acc:23405]
0.0000000	0.4404858	0.959	0.867	0.0000000	0	VIM	ENSG00000026025	protein_coding	vimentin [Source:HGNC Symbol;Acc:12692]
0.0000000	0.9678060	0.351	0.110	0.0000000	0	CLDN11	ENSG00000013297	protein_coding	claudin 11 [Source:HGNC Symbol;Acc:8514]
0.0000000	0.5567162	0.830	0.649	0.0000000	0	EGR1	ENSG00000120738	protein_coding	early growth response 1 [Source:HGNC Symbol;Acc:3238]
0.0000000	0.6958358	0.412	0.153	0.0000000	0	BMP4	ENSG00000125378	protein_coding	bone morphogenetic protein 4 [Source:HGNC Symbol;Acc:1071]
0.0000000	0.5768394	0.376	0.133	0.0000000	0	ST3GAL5	ENSG00000115525	protein_coding	ST3 beta-galactoside alpha-2,3-sialyltransferase 5 [Source:HGNC Symbol;Acc:10872]
0.0000000	0.6857090	0.552	0.314	0.0000000	0	MMP2	ENSG00000087245	protein_coding	matrix metallopeptidase 2 (gelatinase A, 72kDa gelatinase, 72kDa type IV collagenase) [Source:HGNC Symbol;Acc:7166]
0.0000000	0.6931083	0.608	0.351	0.0000000	0	DUSP1	ENSG00000120129	protein_coding	dual specificity phosphatase 1 [Source:HGNC Symbol;Acc:3064]
0.0000000	0.5816725	0.851	0.700	0.0000000	0	ITM2B	ENSG00000136156	protein_coding	integral membrane protein 2B [Source:HGNC Symbol;Acc:6174]
0.0000000	0.6459953	0.407	0.165	0.0000000	0	CD9	ENSG00000010278	protein_coding	CD9 molecule [Source:HGNC Symbol;Acc:1709]
0.0000000	0.5263145	0.387	0.165	0.0000000	0	AHNAK	ENSG00000124942	protein_coding	AHNAK nucleoprotein [Source:HGNC Symbol;Acc:347]
0.0000000	0.5765905	0.314	0.108	0.0000000	0	CRIP2	ENSG00000182809	protein_coding	cysteine-rich protein 2 [Source:HGNC Symbol;Acc:2361]
0.0000000	0.5719843	0.737	0.561	0.0000000	0	SERPINF1	ENSG00000132386	protein_coding	serpin peptidase inhibitor, clade F (alpha-2 antiplasmin, pigment epithelium derived factor), member 1 [Source:HGNC Symbol;Acc:8824]
0.0000000	1.2244564	0.804	0.620	0.0000001	0	B2M	ENSG00000166710	protein_coding	beta-2-microglobulin [Source:HGNC Symbol;Acc:914]
0.0000000	0.5263918	0.381	0.153	0.0000001	0	SERTAD1	ENSG00000197019	protein_coding	SERTA domain containing 1 [Source:HGNC Symbol;Acc:17932]
0.0000000	0.5210304	0.433	0.204	0.0000003	0	S100A13	ENSG00000189171	protein_coding	S100 calcium binding protein A13 [Source:HGNC Symbol;Acc:10490]
0.0000000	0.6784414	0.701	0.496	0.0000003	0	NEAT1	ENSG00000245532	lincRNA	nuclear paraspeckle assembly transcript 1 (non-protein coding) [Source:HGNC Symbol;Acc:30815]
0.0000000	0.6840002	0.737	0.563	0.0000006	0	JUN	ENSG00000177606	protein_coding	jun proto-oncogene [Source:HGNC Symbol;Acc:6204]
0.0000000	0.3945527	0.897	0.763	0.0000012	0	BTG1	ENSG00000133639	protein_coding	B-cell translocation gene 1, anti-proliferative [Source:HGNC Symbol;Acc:1130]
0.0000000	0.4044318	0.923	0.886	0.0000016	0	APP	ENSG00000142192	protein_coding	amyloid beta (A4) precursor protein [Source:HGNC Symbol;Acc:620]
0.0000000	0.6456617	0.459	0.247	0.0000029	0	PPP1R15A	ENSG00000087074	protein_coding	protein phosphatase 1, regulatory subunit 15A [Source:HGNC Symbol;Acc:14375]
0.0000000	0.6090260	0.588	0.392	0.0000030	0	S100A11	ENSG00000163191	protein_coding	S100 calcium binding protein A11 [Source:HGNC Symbol;Acc:10488]
0.0000000	0.8057121	0.289	0.106	0.0000030	0	HLA-C	ENSG00000204525	protein_coding	major histocompatibility complex, class I, C [Source:HGNC Symbol;Acc:4933]
0.0000000	0.5985344	0.490	0.267	0.0000041	0	CYBA	ENSG00000051523	protein_coding	cytochrome b-245, alpha polypeptide [Source:HGNC Symbol;Acc:2577]
0.0000000	1.0176809	0.418	0.216	0.0000113	0	SAT1	ENSG00000130066	protein_coding	spermidine/spermine N1-acetyltransferase 1 [Source:HGNC Symbol;Acc:10540]
0.0000000	0.4967753	0.521	0.308	0.0000892	0	BTG2	ENSG00000159388	protein_coding	BTG family, member 2 [Source:HGNC Symbol;Acc:1131]
0.0000000	0.4157559	0.289	0.118	0.0000949	0	KREMEN1	ENSG00000183762	protein_coding	kringle containing transmembrane protein 1 [Source:HGNC Symbol;Acc:17550]
0.0000000	0.4354251	0.356	0.167	0.0000970	0	FCGRT	ENSG00000104870	protein_coding	Fc fragment of IgG, receptor, transporter, alpha [Source:HGNC Symbol;Acc:3621]
0.0000000	0.3078508	0.871	0.778	0.0001420	0	TOMM7	ENSG00000196683	protein_coding	translocase of outer mitochondrial membrane 7 homolog (yeast) [Source:HGNC Symbol;Acc:21648]
0.0000000	0.4331283	0.742	0.616	0.0003482	0	GLUL	ENSG00000135821	protein_coding	glutamate-ammonia ligase [Source:HGNC Symbol;Acc:4341]
0.0000000	0.5972917	0.418	0.231	0.0003971	0	HLA-A	ENSG00000206503	protein_coding	major histocompatibility complex, class I, A [Source:HGNC Symbol;Acc:4931]
0.0000000	0.3000094	0.954	0.955	0.0004326	0	CD63	ENSG00000135404	protein_coding	CD63 molecule [Source:HGNC Symbol;Acc:1692]
0.0000000	0.3077341	0.845	0.706	0.0007901	0	LGALS1	ENSG00000100097	protein_coding	lectin, galactoside-binding, soluble, 1 [Source:HGNC Symbol;Acc:6561]
0.0000001	0.3938572	0.820	0.757	0.0008115	0	UBC	ENSG00000150991	protein_coding	ubiquitin C [Source:HGNC Symbol;Acc:12468]
0.0000001	0.3252582	0.866	0.794	0.0011282	0	LAMTOR5	ENSG00000134248	protein_coding	late endosomal/lysosomal adaptor, MAPK and MTOR activator 5 [Source:HGNC Symbol;Acc:17955]
0.0000001	0.3716819	0.856	0.749	0.0013975	0	LAPTM4A	ENSG00000068697	protein_coding	lysosomal protein transmembrane 4 alpha [Source:HGNC Symbol;Acc:6924]
0.0000001	0.5841860	0.500	0.318	0.0015882	0	RASD1	ENSG00000108551	protein_coding	RAS, dexamethasone-induced 1 [Source:HGNC Symbol;Acc:15828]
0.0000001	0.3985332	0.392	0.210	0.0018876	0	DNAJB1	ENSG00000132002	protein_coding	DnaJ (Hsp40) homolog, subfamily B, member 1 [Source:HGNC Symbol;Acc:5270]
0.0000003	0.3921526	0.361	0.178	0.0041259	0	TIMP1	ENSG00000102265	protein_coding	TIMP metallopeptidase inhibitor 1 [Source:HGNC Symbol;Acc:11820]
0.0000003	0.2934330	0.268	0.114	0.0052214	0	WFDC1	ENSG00000103175	protein_coding	WAP four-disulfide core domain 1 [Source:HGNC Symbol;Acc:15466]
0.0000005	0.4148326	0.495	0.312	0.0075581	0	EMP3	ENSG00000142227	protein_coding	epithelial membrane protein 3 [Source:HGNC Symbol;Acc:3335]
0.0000005	0.3653802	0.727	0.584	0.0080442	0	GSN	ENSG00000148180	protein_coding	gelsolin [Source:HGNC Symbol;Acc:4620]
0.0000005	0.3015924	0.268	0.116	0.0087922	0	IRF1	ENSG00000125347	protein_coding	interferon regulatory factor 1 [Source:HGNC Symbol;Acc:6116]
0.0000006	0.3943787	0.273	0.129	0.0089511	0	ETV5	ENSG00000244405	protein_coding	ets variant 5 [Source:HGNC Symbol;Acc:3494]
0.0000006	0.4895322	0.572	0.404	0.0093413	0	WIF1	ENSG00000156076	protein_coding	WNT inhibitory factor 1 [Source:HGNC Symbol;Acc:18081]
0.0000006	0.7557328	0.541	0.390	0.0102407	0	HERPUD1	ENSG00000051108	protein_coding	homocysteine-inducible, endoplasmic reticulum stress-inducible, ubiquitin-like domain member 1 [Source:HGNC Symbol;Acc:13744]
0.0000014	1.2621292	0.278	0.133	0.0232344	0	MT2A	ENSG00000125148	protein_coding	metallothionein 2A [Source:HGNC Symbol;Acc:7406]
0.0000016	0.3930435	0.253	0.116	0.0255196	0	ST3GAL4	ENSG00000110080	protein_coding	ST3 beta-galactoside alpha-2,3-sialyltransferase 4 [Source:HGNC Symbol;Acc:10864]
0.0000019	0.5898385	0.758	0.678	0.0306038	0	CST3	ENSG00000101439	protein_coding	cystatin C [Source:HGNC Symbol;Acc:2475]
0.0000024	0.4069290	0.443	0.282	0.0391802	0	NUPR1	ENSG00000176046	protein_coding	nuclear protein, transcriptional regulator, 1 [Source:HGNC Symbol;Acc:29990]
0.0000025	0.3355367	0.294	0.147	0.0405794	0	EMID1	ENSG00000186998	protein_coding	EMI domain containing 1 [Source:HGNC Symbol;Acc:18036]
0.0000034	0.3435330	0.314	0.163	0.0544069	0	CD164	ENSG00000135535	protein_coding	CD164 molecule, sialomucin [Source:HGNC Symbol;Acc:1632]
0.0000038	0.3122386	0.278	0.135	0.0605214	0	MYADM	ENSG00000179820	protein_coding	myeloid-associated differentiation marker [Source:HGNC Symbol;Acc:7544]
0.0000056	0.2695587	0.995	1.000	0.0898453	0	FTH1	ENSG00000167996	protein_coding	ferritin, heavy polypeptide 1 [Source:HGNC Symbol;Acc:3976]
0.0000076	0.3270042	0.345	0.192	0.1231860	0	LMNA	ENSG00000160789	protein_coding	lamin A/C [Source:HGNC Symbol;Acc:6636]
0.0000089	0.3081877	0.624	0.463	0.1442150	0	SEPW1	ENSG00000178980	protein_coding	selenoprotein W, 1 [Source:HGNC Symbol;Acc:10752]
0.0000119	0.4086242	0.407	0.269	0.1919074	0	POLE4	ENSG00000115350	protein_coding	polymerase (DNA-directed), epsilon 4, accessory subunit [Source:HGNC Symbol;Acc:18755]
0.0000133	0.3708385	0.603	0.476	0.2141867	0	COL6A3	ENSG00000163359	protein_coding	collagen, type VI, alpha 3 [Source:HGNC Symbol;Acc:2213]
0.0000153	0.3125786	0.402	0.243	0.2476830	0	LTC4S	ENSG00000213316	protein_coding	leukotriene C4 synthase [Source:HGNC Symbol;Acc:6719]
0.0000177	0.3418163	0.268	0.143	0.2858968	0	CIB1	ENSG00000185043	protein_coding	calcium and integrin binding 1 (calmyrin) [Source:HGNC Symbol;Acc:16920]
0.0000197	0.4209907	0.598	0.475	0.3182084	0	MYL12A	ENSG00000101608	protein_coding	myosin, light chain 12A, regulatory, non-sarcomeric [Source:HGNC Symbol;Acc:16701]
0.0000272	0.3112616	0.546	0.398	0.4388942	0	SCP2	ENSG00000116171	protein_coding	sterol carrier protein 2 [Source:HGNC Symbol;Acc:10606]
0.0000391	0.3250922	0.402	0.259	0.6306730	0	USP47	ENSG00000170242	protein_coding	ubiquitin specific peptidase 47 [Source:HGNC Symbol;Acc:20076]
0.0000391	0.3204091	0.577	0.445	0.6312842	0	C7orf73	ENSG00000243317	protein_coding	chromosome 7 open reading frame 73 [Source:HGNC Symbol;Acc:41909]
0.0000402	0.3109980	0.330	0.202	0.6484390	0	PPT1	ENSG00000131238	protein_coding	palmitoyl-protein thioesterase 1 [Source:HGNC Symbol;Acc:9325]
0.0000413	0.4831898	0.670	0.571	0.6666839	0	TSC22D1	ENSG00000102804	protein_coding	TSC22 domain family, member 1 [Source:HGNC Symbol;Acc:16826]
0.0000490	0.3652666	0.546	0.408	0.7914085	0	CCNL1	ENSG00000163660	protein_coding	cyclin L1 [Source:HGNC Symbol;Acc:20569]
0.0000499	0.3186114	0.789	0.724	0.8055698	0	TCF4	ENSG00000196628	protein_coding	transcription factor 4 [Source:HGNC Symbol;Acc:11634]
0.0000626	0.3576522	0.351	0.222	1.0000000	0	APCDD1	ENSG00000154856	protein_coding	adenomatosis polyposis coli down-regulated 1 [Source:HGNC Symbol;Acc:15718]
0.0000634	0.3245072	0.397	0.267	1.0000000	0	SDC2	ENSG00000169439	protein_coding	syndecan 2 [Source:HGNC Symbol;Acc:10659]
0.0000845	0.2755732	0.711	0.602	1.0000000	0	TMEM59	ENSG00000116209	protein_coding	transmembrane protein 59 [Source:HGNC Symbol;Acc:1239]
0.0000981	0.2922090	0.320	0.196	1.0000000	0	DPP7	ENSG00000176978	protein_coding	dipeptidyl-peptidase 7 [Source:HGNC Symbol;Acc:14892]
0.0001091	0.3125207	0.397	0.269	1.0000000	0	SELT	ENSG00000198843	protein_coding	Selenoprotein T [Source:UniProtKB/Swiss-Prot;Acc:P62341]
0.0001356	0.2797130	0.330	0.204	1.0000000	0	APLP2	ENSG00000084234	protein_coding	amyloid beta (A4) precursor-like protein 2 [Source:HGNC Symbol;Acc:598]
0.0001502	0.2607298	0.454	0.312	1.0000000	0	CD82	ENSG00000085117	protein_coding	CD82 molecule [Source:HGNC Symbol;Acc:6210]
0.0001850	0.3071675	0.490	0.363	1.0000000	0	TMBIM4.1	NA	NA	NA
0.0002074	0.3214277	0.634	0.543	1.0000000	0	SELK	ENSG00000113811	protein_coding	Selenoprotein K [Source:UniProtKB/Swiss-Prot;Acc:Q9Y6D0]
0.0002262	0.3279731	0.598	0.471	1.0000000	0	SNHG9	ENSG00000255198	lincRNA	small nucleolar RNA host gene 9 (non-protein coding) [Source:HGNC Symbol;Acc:33102]
0.0002550	0.2774966	0.351	0.229	1.0000000	0	FZD7	ENSG00000155760	protein_coding	frizzled family receptor 7 [Source:HGNC Symbol;Acc:4045]
0.0002589	0.2540435	0.340	0.216	1.0000000	0	SH3BGRL	ENSG00000131171	protein_coding	SH3 domain binding glutamic acid-rich protein like [Source:HGNC Symbol;Acc:10823]
0.0003503	0.2700568	0.830	0.798	1.0000000	0	OAZ1	ENSG00000104904	protein_coding	ornithine decarboxylase antizyme 1 [Source:HGNC Symbol;Acc:8095]
0.0005853	0.7640905	0.495	0.412	1.0000000	0	PGM5-AS1	ENSG00000224958	antisense	PGM5 antisense RNA 1 [Source:HGNC Symbol;Acc:44181]
0.0006073	0.3029564	0.552	0.449	1.0000000	0	VAPA	ENSG00000101558	protein_coding	VAMP (vesicle-associated membrane protein)-associated protein A, 33kDa [Source:HGNC Symbol;Acc:12648]
0.0006162	0.2902511	0.263	0.161	1.0000000	0	ST5	ENSG00000166444	protein_coding	suppression of tumorigenicity 5 [Source:HGNC Symbol;Acc:11350]
0.0010599	0.3351295	0.325	0.222	1.0000000	0	PNRC1	ENSG00000146278	protein_coding	proline-rich nuclear receptor coactivator 1 [Source:HGNC Symbol;Acc:17278]
0.0013034	0.2853601	0.263	0.163	1.0000000	0	TOB1	ENSG00000141232	protein_coding	transducer of ERBB2, 1 [Source:HGNC Symbol;Acc:11979]
0.0013862	0.4641239	0.273	0.178	1.0000000	0	TSC22D3	ENSG00000157514	protein_coding	TSC22 domain family, member 3 [Source:HGNC Symbol;Acc:3051]
0.0014474	0.3343992	0.464	0.363	1.0000000	0	TPM4	ENSG00000167460	protein_coding	tropomyosin 4 [Source:HGNC Symbol;Acc:12013]
0.0019009	0.5126849	0.371	0.273	1.0000000	0	PTGDS	ENSG00000107317	protein_coding	prostaglandin D2 synthase 21kDa (brain) [Source:HGNC Symbol;Acc:9592]
0.0022858	0.3387555	0.258	0.161	1.0000000	0	SOCS3	ENSG00000184557	protein_coding	suppressor of cytokine signaling 3 [Source:HGNC Symbol;Acc:19391]
0.0035123	0.2825986	0.479	0.388	1.0000000	0	MCL1	ENSG00000143384	protein_coding	myeloid cell leukemia sequence 1 (BCL2-related) [Source:HGNC Symbol;Acc:6943]
0.0037395	0.2795988	0.253	0.165	1.0000000	0	GRN	ENSG00000030582	protein_coding	granulin [Source:HGNC Symbol;Acc:4601]
0.0052257	0.3083700	0.304	0.224	1.0000000	0	PMP22	ENSG00000109099	protein_coding	peripheral myelin protein 22 [Source:HGNC Symbol;Acc:9118]
0.0064610	0.3047116	0.278	0.198	1.0000000	0	KLF6	ENSG00000067082	protein_coding	Kruppel-like factor 6 [Source:HGNC Symbol;Acc:2235]
0.0075222	0.3696768	0.258	0.176	1.0000000	0	YWHAH	ENSG00000128245	protein_coding	tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein, eta [Source:HGNC Symbol;Acc:12853]
0.0082809	0.2668251	0.582	0.518	1.0000000	0	SNHG8	ENSG00000269893	lincRNA	small nucleolar RNA host gene 8 (non-protein coding) [Source:HGNC Symbol;Acc:33098]
0.0087337	0.5286883	0.273	0.202	1.0000000	0	NFKBIA	ENSG00000100906	protein_coding	nuclear factor of kappa light polypeptide gene enhancer in B-cells inhibitor, alpha [Source:HGNC Symbol;Acc:7797]
0.0000000	0.3848271	1.000	1.000	0.0000000	1	MT-CO2	ENSG00000198712	protein_coding	mitochondrially encoded cytochrome c oxidase II [Source:HGNC Symbol;Acc:7421]
0.0000000	0.4225558	1.000	1.000	0.0000000	1	MT-ND3	ENSG00000198840	protein_coding	mitochondrially encoded NADH dehydrogenase 3 [Source:HGNC Symbol;Acc:7458]
0.0000000	0.3633112	1.000	1.000	0.0000000	1	MT-CYB	ENSG00000198727	protein_coding	mitochondrially encoded cytochrome b [Source:HGNC Symbol;Acc:7427]
0.0000000	0.3629659	1.000	1.000	0.0000000	1	MT-ND4	ENSG00000198886	protein_coding	mitochondrially encoded NADH dehydrogenase 4 [Source:HGNC Symbol;Acc:7459]
0.0000000	0.3555277	1.000	1.000	0.0000000	1	MT-CO3	ENSG00000198938	protein_coding	mitochondrially encoded cytochrome c oxidase III [Source:HGNC Symbol;Acc:7422]
0.0000000	0.3536605	1.000	1.000	0.0000000	1	MT-ATP6	ENSG00000198899	protein_coding	mitochondrially encoded ATP synthase 6 [Source:HGNC Symbol;Acc:7414]
0.0000000	0.3280836	1.000	1.000	0.0000000	1	MT-CO1	ENSG00000198804	protein_coding	mitochondrially encoded cytochrome c oxidase I [Source:HGNC Symbol;Acc:7419]
0.0000000	0.3333501	1.000	0.998	0.0000000	1	MT-ND2	ENSG00000198763	protein_coding	mitochondrially encoded NADH dehydrogenase 2 [Source:HGNC Symbol;Acc:7456]
0.0000000	0.2909800	1.000	0.983	0.0000000	1	MT-ND5	ENSG00000198786	protein_coding	mitochondrially encoded NADH dehydrogenase 5 [Source:HGNC Symbol;Acc:7461]
0.0000000	0.2920876	1.000	0.996	0.0000000	1	MT-ND1	ENSG00000198888	protein_coding	mitochondrially encoded NADH dehydrogenase 1 [Source:HGNC Symbol;Acc:7455]
0.0000000	0.2884336	1.000	0.982	0.0000001	1	RPLP0	ENSG00000089157	protein_coding	ribosomal protein, large, P0 [Source:HGNC Symbol;Acc:10371]
0.0000000	0.2740241	0.969	0.862	0.0002271	1	MT-ND4L	ENSG00000212907	protein_coding	mitochondrially encoded NADH dehydrogenase 4L [Source:HGNC Symbol;Acc:7460]
0.0000003	0.4199275	0.704	0.502	0.0046643	1	TNC	ENSG00000041982	protein_coding	tenascin C [Source:HGNC Symbol;Acc:5318]
0.0000000	1.5094508	0.897	0.360	0.0000000	2	STMN2	ENSG00000104435	protein_coding	stathmin-like 2 [Source:HGNC Symbol;Acc:10577]
0.0000000	1.3081849	0.993	0.943	0.0000000	2	DBI	ENSG00000155368	protein_coding	diazepam binding inhibitor (GABA receptor modulator, acyl-CoA binding protein) [Source:HGNC Symbol;Acc:2690]
0.0000000	1.1852224	0.634	0.118	0.0000000	2	GNG3	ENSG00000162188	protein_coding	guanine nucleotide binding protein (G protein), gamma 3 [Source:HGNC Symbol;Acc:4405]
0.0000000	1.2913066	0.497	0.055	0.0000000	2	STMN4	ENSG00000015592	protein_coding	stathmin-like 4 [Source:HGNC Symbol;Acc:16078]
0.0000000	1.0533359	0.993	0.882	0.0000000	2	TUBA1A	ENSG00000167552	protein_coding	tubulin, alpha 1a [Source:HGNC Symbol;Acc:20766]
0.0000000	0.9146295	0.959	0.750	0.0000000	2	MAP1B	ENSG00000131711	protein_coding	microtubule-associated protein 1B [Source:HGNC Symbol;Acc:6836]
0.0000000	1.1346695	0.641	0.204	0.0000000	2	TAL2	ENSG00000186051	protein_coding	T-cell acute lymphocytic leukemia 2 [Source:HGNC Symbol;Acc:11557]
0.0000000	0.8992863	0.510	0.109	0.0000000	2	NHLH1	ENSG00000171786	protein_coding	nescient helix loop helix 1 [Source:HGNC Symbol;Acc:7817]
0.0000000	0.8970197	0.876	0.487	0.0000000	2	MLLT11	ENSG00000213190	protein_coding	myeloid/lymphoid or mixed-lineage leukemia (trithorax homolog, Drosophila); translocated to, 11 [Source:HGNC Symbol;Acc:16997]
0.0000000	0.9085790	0.648	0.220	0.0000000	2	CAMK2B	ENSG00000058404	protein_coding	calcium/calmodulin-dependent protein kinase II beta [Source:HGNC Symbol;Acc:1461]
0.0000000	0.9812477	0.772	0.343	0.0000000	2	SSTR2	ENSG00000180616	protein_coding	somatostatin receptor 2 [Source:HGNC Symbol;Acc:11331]
0.0000000	1.0453474	0.890	0.640	0.0000000	2	NNAT	ENSG00000053438	protein_coding	neuronatin [Source:HGNC Symbol;Acc:7860]
0.0000000	1.0095782	0.531	0.140	0.0000000	2	CASP3	ENSG00000164305	protein_coding	caspase 3, apoptosis-related cysteine peptidase [Source:HGNC Symbol;Acc:1504]
0.0000000	0.8433199	0.834	0.429	0.0000000	2	TUBB2B	ENSG00000137285	protein_coding	tubulin, beta 2B class IIb [Source:HGNC Symbol;Acc:30829]
0.0000000	0.7102263	0.979	0.907	0.0000000	2	SOX4	ENSG00000124766	protein_coding	SRY (sex determining region Y)-box 4 [Source:HGNC Symbol;Acc:11200]
0.0000000	0.8138640	0.752	0.335	0.0000000	2	MAP1LC3A	ENSG00000101460	protein_coding	microtubule-associated protein 1 light chain 3 alpha [Source:HGNC Symbol;Acc:6838]
0.0000000	0.5624546	1.000	0.998	0.0000000	2	MALAT1	ENSG00000251562	lincRNA	metastasis associated lung adenocarcinoma transcript 1 (non-protein coding) [Source:HGNC Symbol;Acc:29665]
0.0000000	0.5364199	1.000	0.998	0.0000000	2	TMSB10	ENSG00000034510	protein_coding	thymosin beta 10 [Source:HGNC Symbol;Acc:11879]
0.0000000	0.8991650	0.441	0.104	0.0000000	2	NEUROD1	ENSG00000162992	protein_coding	neuronal differentiation 1 [Source:HGNC Symbol;Acc:7762]
0.0000000	0.5514618	1.000	0.959	0.0000000	2	STMN1	ENSG00000117632	protein_coding	stathmin 1 [Source:HGNC Symbol;Acc:6510]
0.0000000	0.8452459	0.559	0.197	0.0000000	2	THSD7A	ENSG00000005108	protein_coding	thrombospondin, type I, domain containing 7A [Source:HGNC Symbol;Acc:22207]
0.0000000	0.7086446	0.979	0.902	0.0000000	2	S100A6	ENSG00000197956	protein_coding	S100 calcium binding protein A6 [Source:HGNC Symbol;Acc:10496]
0.0000000	0.7236657	0.455	0.122	0.0000000	2	TUBB2A	ENSG00000137267	protein_coding	tubulin, beta 2A class IIa [Source:HGNC Symbol;Acc:12412]
0.0000000	0.4472260	0.297	0.043	0.0000000	2	ATCAY	ENSG00000167654	protein_coding	ataxia, cerebellar, Cayman type [Source:HGNC Symbol;Acc:779]
0.0000000	0.6002953	0.924	0.564	0.0000000	2	GAP43	ENSG00000172020	protein_coding	growth associated protein 43 [Source:HGNC Symbol;Acc:4140]
0.0000000	0.5866644	0.959	0.775	0.0000000	2	PRDX5	ENSG00000126432	protein_coding	peroxiredoxin 5 [Source:HGNC Symbol;Acc:9355]
0.0000000	1.1757734	0.717	0.376	0.0000000	2	PEG10	ENSG00000242265	protein_coding	paternally expressed 10 [Source:HGNC Symbol;Acc:14005]
0.0000000	0.7802098	0.710	0.354	0.0000000	2	EPHB6	ENSG00000106123	protein_coding	EPH receptor B6 [Source:HGNC Symbol;Acc:3396]
0.0000000	0.7149150	0.841	0.560	0.0000000	2	GPM6A	ENSG00000150625	protein_coding	glycoprotein M6A [Source:HGNC Symbol;Acc:4460]
0.0000000	0.4321246	0.993	0.979	0.0000000	2	H3F3B	ENSG00000132475	protein_coding	H3 histone, family 3B (H3.3B) [Source:HGNC Symbol;Acc:4765]
0.0000000	0.4688034	0.283	0.045	0.0000000	2	BTBD17	ENSG00000204347	protein_coding	BTB (POZ) domain containing 17 [Source:HGNC Symbol;Acc:33758]
0.0000000	0.7457204	0.572	0.220	0.0000000	2	NOVA1	ENSG00000139910	protein_coding	neuro-oncological ventral antigen 1 [Source:HGNC Symbol;Acc:7886]
0.0000000	0.4145738	1.000	0.979	0.0000000	2	MYL6	ENSG00000092841	protein_coding	myosin, light chain 6, alkali, smooth muscle and non-muscle [Source:HGNC Symbol;Acc:7587]
0.0000000	0.6115505	0.772	0.483	0.0000000	2	SYT1	ENSG00000067715	protein_coding	synaptotagmin I [Source:HGNC Symbol;Acc:11509]
0.0000000	0.6309899	0.703	0.351	0.0000000	2	OCIAD2	ENSG00000145247	protein_coding	OCIA domain containing 2 [Source:HGNC Symbol;Acc:28685]
0.0000000	0.4749835	0.317	0.066	0.0000000	2	ST18	ENSG00000147488	protein_coding	suppression of tumorigenicity 18 (breast carcinoma) (zinc finger protein) [Source:HGNC Symbol;Acc:18695]
0.0000000	0.5504326	0.297	0.057	0.0000000	2	LURAP1L	ENSG00000153714	protein_coding	leucine rich adaptor protein 1-like [Source:HGNC Symbol;Acc:31452]
0.0000000	0.3082714	1.000	1.000	0.0000000	2	TMSB4X	ENSG00000205542	protein_coding	thymosin beta 4, X-linked [Source:HGNC Symbol;Acc:11881]
0.0000000	0.4721289	0.255	0.039	0.0000000	2	LINC00599	ENSG00000253230	lincRNA	long intergenic non-protein coding RNA 599 [Source:HGNC Symbol;Acc:27231]
0.0000000	0.4995023	0.400	0.113	0.0000000	2	AQP3	ENSG00000165272	protein_coding	aquaporin 3 (Gill blood group) [Source:HGNC Symbol;Acc:636]
0.0000000	0.6694444	0.566	0.238	0.0000000	2	GNB3	ENSG00000111664	protein_coding	guanine nucleotide binding protein (G protein), beta polypeptide 3 [Source:HGNC Symbol;Acc:4400]
0.0000000	0.3258119	1.000	0.998	0.0000000	2	FTH1	ENSG00000167996	protein_coding	ferritin, heavy polypeptide 1 [Source:HGNC Symbol;Acc:3976]
0.0000000	0.6472959	0.621	0.308	0.0000000	2	FAM57B	ENSG00000149926	protein_coding	family with sequence similarity 57, member B [Source:HGNC Symbol;Acc:25295]
0.0000000	0.4577787	0.986	0.973	0.0000000	2	NDUFA4	ENSG00000189043	protein_coding	NADH dehydrogenase (ubiquinone) 1 alpha subcomplex, 4, 9kDa [Source:HGNC Symbol;Acc:7687]
0.0000000	0.5133433	0.379	0.114	0.0000000	2	IDS	ENSG00000010404	protein_coding	iduronate 2-sulfatase [Source:HGNC Symbol;Acc:5389]
0.0000000	0.5133433	0.379	0.114	0.0000000	2	IDS	ENSG00000241489	protein_coding	Iduronate 2-sulfatase (Hunter syndrome), isoform CRA_e; Iduronate 2-sulfatase 14 kDa chain; cDNA FLJ42669 fis, clone BRAMY2022168, highly similar to IDURONATE 2-SULFATASE [Source:UniProtKB/TrEMBL;Acc:B3KWA1]
0.0000000	0.4580654	0.303	0.073	0.0000000	2	RAP1GAP2	ENSG00000132359	protein_coding	RAP1 GTPase activating protein 2 [Source:HGNC Symbol;Acc:29176]
0.0000000	0.4906572	0.290	0.068	0.0000000	2	KIAA1324	ENSG00000116299	protein_coding	KIAA1324 [Source:HGNC Symbol;Acc:29618]
0.0000000	0.5540302	0.331	0.091	0.0000000	2	FEZF1-AS1	ENSG00000230316	antisense	FEZF1 antisense RNA 1 [Source:HGNC Symbol;Acc:41001]
0.0000000	0.6215336	0.676	0.372	0.0000000	2	PRCD	ENSG00000214140	protein_coding	progressive rod-cone degeneration [Source:HGNC Symbol;Acc:32528]
0.0000000	0.4955876	0.441	0.157	0.0000000	2	MAP2	ENSG00000078018	protein_coding	microtubule-associated protein 2 [Source:HGNC Symbol;Acc:6839]
0.0000000	0.5628709	0.421	0.152	0.0000000	2	SYT11	ENSG00000132718	protein_coding	synaptotagmin XI [Source:HGNC Symbol;Acc:19239]
0.0000000	0.5828910	0.538	0.249	0.0000000	2	ENO2	ENSG00000111674	protein_coding	enolase 2 (gamma, neuronal) [Source:HGNC Symbol;Acc:3353]
0.0000000	0.5719427	0.421	0.152	0.0000000	2	GRIA2	ENSG00000120251	protein_coding	glutamate receptor, ionotropic, AMPA 2 [Source:HGNC Symbol;Acc:4572]
0.0000000	0.4874261	0.931	0.814	0.0000000	2	MARCKSL1	ENSG00000175130	protein_coding	MARCKS-like 1 [Source:HGNC Symbol;Acc:7142]
0.0000000	0.5875336	0.634	0.367	0.0000000	2	SYP	ENSG00000102003	protein_coding	synaptophysin [Source:HGNC Symbol;Acc:11506]
0.0000000	0.5847125	0.862	0.646	0.0000000	2	CRABP2	ENSG00000143320	protein_coding	cellular retinoic acid binding protein 2 [Source:HGNC Symbol;Acc:2339]
0.0000000	0.5909377	0.448	0.184	0.0000000	2	INSM1	ENSG00000173404	protein_coding	insulinoma-associated 1 [Source:HGNC Symbol;Acc:6090]
0.0000000	0.5204661	0.400	0.145	0.0000000	2	SLC35F3	ENSG00000183780	protein_coding	solute carrier family 35, member F3 [Source:HGNC Symbol;Acc:23616]
0.0000000	0.5615477	0.538	0.252	0.0000000	2	IMPG2	ENSG00000081148	protein_coding	interphotoreceptor matrix proteoglycan 2 [Source:HGNC Symbol;Acc:18362]
0.0000000	0.5572796	0.655	0.367	0.0000000	2	SOCS2	ENSG00000120833	protein_coding	suppressor of cytokine signaling 2 [Source:HGNC Symbol;Acc:19382]
0.0000000	0.5459766	0.710	0.445	0.0000000	2	SEZ6L	ENSG00000100095	protein_coding	seizure related 6 homolog (mouse)-like [Source:HGNC Symbol;Acc:10763]
0.0000000	0.6179654	0.579	0.301	0.0000001	2	CADPS	ENSG00000163618	protein_coding	Ca++-dependent secretion activator [Source:HGNC Symbol;Acc:1426]
0.0000000	0.3774917	0.262	0.064	0.0000001	2	GPC5	ENSG00000179399	protein_coding	glypican 5 [Source:HGNC Symbol;Acc:4453]
0.0000000	0.4827125	0.310	0.095	0.0000001	2	CAMK2N1	ENSG00000162545	protein_coding	calcium/calmodulin-dependent protein kinase II inhibitor 1 [Source:HGNC Symbol;Acc:24190]
0.0000000	0.4336504	0.890	0.691	0.0000002	2	KIF5C	ENSG00000168280	protein_coding	kinesin family member 5C [Source:HGNC Symbol;Acc:6325]
0.0000000	0.5767668	0.510	0.263	0.0000002	2	UCHL1	ENSG00000154277	protein_coding	ubiquitin carboxyl-terminal esterase L1 (ubiquitin thiolesterase) [Source:HGNC Symbol;Acc:12513]
0.0000000	0.4687804	0.359	0.125	0.0000002	2	HIST2H2BE	ENSG00000184678	protein_coding	histone cluster 2, H2be [Source:HGNC Symbol;Acc:4760]
0.0000000	0.4193459	0.352	0.120	0.0000002	2	PEX5L	ENSG00000114757	protein_coding	peroxisomal biogenesis factor 5-like [Source:HGNC Symbol;Acc:30024]
0.0000000	0.4924218	0.634	0.356	0.0000002	2	MAP1LC3B	ENSG00000140941	protein_coding	microtubule-associated protein 1 light chain 3 beta [Source:HGNC Symbol;Acc:13352]
0.0000000	0.4732419	0.372	0.136	0.0000003	2	MFAP2	ENSG00000117122	protein_coding	microfibrillar-associated protein 2 [Source:HGNC Symbol;Acc:7033]
0.0000000	0.5208866	0.814	0.592	0.0000003	2	VAMP2	ENSG00000220205	protein_coding	vesicle-associated membrane protein 2 (synaptobrevin 2) [Source:HGNC Symbol;Acc:12643]
0.0000000	0.3924640	0.910	0.726	0.0000004	2	TUBB	ENSG00000196230	protein_coding	tubulin, beta class I [Source:HGNC Symbol;Acc:20778]
0.0000000	0.4590175	0.428	0.175	0.0000004	2	TAGLN2	ENSG00000158710	protein_coding	transgelin 2 [Source:HGNC Symbol;Acc:11554]
0.0000000	0.3867911	0.262	0.070	0.0000005	2	TACC2	ENSG00000138162	protein_coding	transforming, acidic coiled-coil containing protein 2 [Source:HGNC Symbol;Acc:11523]
0.0000000	0.3984107	0.262	0.072	0.0000005	2	NEUROD4	ENSG00000123307	protein_coding	neuronal differentiation 4 [Source:HGNC Symbol;Acc:13802]
0.0000000	0.6139218	0.524	0.259	0.0000007	2	TPPP3	ENSG00000159713	protein_coding	tubulin polymerization-promoting protein family member 3 [Source:HGNC Symbol;Acc:24162]
0.0000000	0.4719799	0.317	0.104	0.0000007	2	HIST1H2AC	ENSG00000180573	protein_coding	histone cluster 1, H2ac [Source:HGNC Symbol;Acc:4733]
0.0000000	0.4772480	0.324	0.109	0.0000008	2	KIF5A	ENSG00000155980	protein_coding	kinesin family member 5A [Source:HGNC Symbol;Acc:6323]
0.0000000	0.5870700	0.559	0.295	0.0000011	2	TCEAL7	ENSG00000182916	protein_coding	transcription elongation factor A (SII)-like 7 [Source:HGNC Symbol;Acc:28336]
0.0000000	0.5338790	0.379	0.152	0.0000012	2	DYNC1I1	ENSG00000158560	protein_coding	dynein, cytoplasmic 1, intermediate chain 1 [Source:HGNC Symbol;Acc:2963]
0.0000000	0.5010886	0.683	0.442	0.0000019	2	MAB21L2	ENSG00000181541	protein_coding	mab-21-like 2 (C. elegans) [Source:HGNC Symbol;Acc:6758]
0.0000000	0.4818854	0.441	0.191	0.0000021	2	ABCA1	ENSG00000165029	protein_coding	ATP-binding cassette, sub-family A (ABC1), member 1 [Source:HGNC Symbol;Acc:29]
0.0000000	0.4794768	0.510	0.247	0.0000024	2	ELAVL3	ENSG00000196361	protein_coding	ELAV like neuron-specific RNA binding protein 3 [Source:HGNC Symbol;Acc:3314]
0.0000000	0.2636910	0.993	0.986	0.0000028	2	SRP14	ENSG00000140319	protein_coding	signal recognition particle 14kDa (homologous Alu RNA binding protein) [Source:HGNC Symbol;Acc:11299]
0.0000000	0.4619684	0.503	0.242	0.0000040	2	SLITRK6	ENSG00000184564	protein_coding	SLIT and NTRK-like family, member 6 [Source:HGNC Symbol;Acc:23503]
0.0000000	0.4883205	0.738	0.506	0.0000041	2	NEUROG1	ENSG00000181965	protein_coding	neurogenin 1 [Source:HGNC Symbol;Acc:7764]
0.0000000	0.4408946	0.386	0.157	0.0000049	2	ATP1B2	ENSG00000129244	protein_coding	ATPase, Na+/K+ transporting, beta 2 polypeptide [Source:HGNC Symbol;Acc:805]
0.0000000	0.5146655	0.441	0.204	0.0000053	2	TRIM2	ENSG00000109654	protein_coding	tripartite motif containing 2 [Source:HGNC Symbol;Acc:15974]
0.0000000	0.4389962	0.331	0.122	0.0000057	2	ATP8A2	ENSG00000132932	protein_coding	ATPase, aminophospholipid transporter, class I, type 8A, member 2 [Source:HGNC Symbol;Acc:13533]
0.0000000	0.2864650	0.262	0.075	0.0000095	2	STX12	ENSG00000117758	protein_coding	syntaxin 12 [Source:HGNC Symbol;Acc:11430]
0.0000000	0.4714405	0.593	0.345	0.0000122	2	ACLY	ENSG00000131473	protein_coding	ATP citrate lyase [Source:HGNC Symbol;Acc:115]
0.0000000	0.3563409	0.283	0.093	0.0000140	2	TAGLN3	ENSG00000144834	protein_coding	transgelin 3 [Source:HGNC Symbol;Acc:29868]
0.0000000	0.3731544	0.276	0.088	0.0000146	2	SRGAP3	ENSG00000196220	protein_coding	SLIT-ROBO Rho GTPase activating protein 3 [Source:HGNC Symbol;Acc:19744]
0.0000000	0.6066103	0.738	0.546	0.0000173	2	CHGB	ENSG00000089199	protein_coding	chromogranin B (secretogranin 1) [Source:HGNC Symbol;Acc:1930]
0.0000000	0.4752525	0.607	0.370	0.0000211	2	BAZ2B	ENSG00000123636	protein_coding	bromodomain adjacent to zinc finger domain, 2B [Source:HGNC Symbol;Acc:963]
0.0000000	0.2761977	0.510	0.245	0.0000214	2	PTGDS	ENSG00000107317	protein_coding	prostaglandin D2 synthase 21kDa (brain) [Source:HGNC Symbol;Acc:9592]
0.0000000	0.3894854	0.366	0.147	0.0000215	2	PRR24	ENSG00000257704	protein_coding	proline rich 24 [Source:HGNC Symbol;Acc:27406]
0.0000000	0.5015715	0.731	0.506	0.0000317	2	DYNC1I2	ENSG00000077380	protein_coding	dynein, cytoplasmic 1, intermediate chain 2 [Source:HGNC Symbol;Acc:2964]
0.0000000	0.4772621	0.524	0.279	0.0000332	2	SNAP25	ENSG00000132639	protein_coding	synaptosomal-associated protein, 25kDa [Source:HGNC Symbol;Acc:11132]
0.0000000	0.4891389	0.386	0.163	0.0000351	2	PTH2	ENSG00000142538	protein_coding	parathyroid hormone 2 [Source:HGNC Symbol;Acc:30828]
0.0000000	0.3754147	0.876	0.665	0.0000493	2	CPE	ENSG00000109472	protein_coding	carboxypeptidase E [Source:HGNC Symbol;Acc:2303]
0.0000000	0.4346861	0.779	0.581	0.0000612	2	TERF2IP	ENSG00000166848	protein_coding	telomeric repeat binding factor 2, interacting protein [Source:HGNC Symbol;Acc:19246]
0.0000000	0.4084457	0.414	0.184	0.0000655	2	EBF1	ENSG00000164330	protein_coding	early B-cell factor 1 [Source:HGNC Symbol;Acc:3126]
0.0000000	0.4556505	0.662	0.453	0.0000707	2	PFN2	ENSG00000070087	protein_coding	profilin 2 [Source:HGNC Symbol;Acc:8882]
0.0000000	0.3380577	0.283	0.097	0.0000948	2	NLRP1	ENSG00000091592	protein_coding	NLR family, pyrin domain containing 1 [Source:HGNC Symbol;Acc:14374]
0.0000000	0.3112323	0.869	0.617	0.0001283	2	TUBB4B	ENSG00000188229	protein_coding	tubulin, beta 4B class IVb [Source:HGNC Symbol;Acc:20771]
0.0000000	0.3728980	0.338	0.134	0.0001616	2	ELP4	ENSG00000109911	protein_coding	elongator acetyltransferase complex subunit 4 [Source:HGNC Symbol;Acc:1171]
0.0000000	0.3316905	0.462	0.216	0.0002045	2	TRIM13	ENSG00000204977	protein_coding	tripartite motif containing 13 [Source:HGNC Symbol;Acc:9976]
0.0000000	0.2713477	0.993	0.955	0.0002047	2	ACTG1	ENSG00000184009	protein_coding	actin, gamma 1 [Source:HGNC Symbol;Acc:144]
0.0000000	0.3009888	0.290	0.102	0.0002240	2	PWAR6	ENSG00000257151	lincRNA	Prader Willi/Angelman region RNA 6 [Source:HGNC Symbol;Acc:49129]
0.0000000	0.4603483	0.531	0.309	0.0002524	2	DRAXIN	ENSG00000162490	protein_coding	dorsal inhibitory axon guidance protein [Source:HGNC Symbol;Acc:25054]
0.0000000	0.4708214	0.414	0.200	0.0003389	2	ATP1A3	ENSG00000105409	protein_coding	ATPase, Na+/K+ transporting, alpha 3 polypeptide [Source:HGNC Symbol;Acc:801]
0.0000000	0.5424921	0.441	0.225	0.0003671	2	C4orf48	ENSG00000243449	protein_coding	chromosome 4 open reading frame 48 [Source:HGNC Symbol;Acc:34437]
0.0000000	0.3570799	0.490	0.250	0.0004268	2	IRF2BP2	ENSG00000168264	protein_coding	interferon regulatory factor 2 binding protein 2 [Source:HGNC Symbol;Acc:21729]
0.0000000	0.3444412	0.455	0.227	0.0005764	2	FAM115A	ENSG00000198420	protein_coding	family with sequence similarity 115, member A [Source:HGNC Symbol;Acc:22201]
0.0000000	0.3747200	0.352	0.156	0.0005839	2	NCAM1	ENSG00000149294	protein_coding	neural cell adhesion molecule 1 [Source:HGNC Symbol;Acc:7656]
0.0000000	0.3502337	0.352	0.154	0.0006191	2	SLC17A7	ENSG00000104888	protein_coding	solute carrier family 17 (vesicular glutamate transporter), member 7 [Source:HGNC Symbol;Acc:16704]
0.0000000	0.4711674	0.276	0.102	0.0006397	2	LAMP5	ENSG00000125869	protein_coding	lysosomal-associated membrane protein family, member 5 [Source:HGNC Symbol;Acc:16097]
0.0000001	0.4087838	0.531	0.304	0.0008458	2	DPYSL3	ENSG00000113657	protein_coding	dihydropyrimidinase-like 3 [Source:HGNC Symbol;Acc:3015]
0.0000001	0.4118202	0.572	0.358	0.0013342	2	MYO1B	ENSG00000128641	protein_coding	myosin IB [Source:HGNC Symbol;Acc:7596]
0.0000001	0.3004789	0.283	0.107	0.0013494	2	PTPRN	ENSG00000054356	protein_coding	protein tyrosine phosphatase, receptor type, N [Source:HGNC Symbol;Acc:9676]
0.0000001	0.3879101	0.345	0.157	0.0014681	2	TFDP2	ENSG00000114126	protein_coding	transcription factor Dp-2 (E2F dimerization partner 2) [Source:HGNC Symbol;Acc:11751]
0.0000001	0.4084452	0.669	0.462	0.0016706	2	SHOX2	ENSG00000168779	protein_coding	short stature homeobox 2 [Source:HGNC Symbol;Acc:10854]
0.0000001	0.4157817	0.697	0.483	0.0019499	2	BASP1	ENSG00000176788	protein_coding	brain abundant, membrane attached signal protein 1 [Source:HGNC Symbol;Acc:957]
0.0000001	0.3829484	0.683	0.479	0.0021419	2	FAM96B	ENSG00000166595	protein_coding	family with sequence similarity 96, member B [Source:HGNC Symbol;Acc:24261]
0.0000001	0.3067688	0.372	0.168	0.0021572	2	ACAP3	ENSG00000131584	protein_coding	ArfGAP with coiled-coil, ankyrin repeat and PH domains 3 [Source:HGNC Symbol;Acc:16754]
0.0000001	0.5153798	0.434	0.218	0.0023826	2	PTPRS	ENSG00000105426	protein_coding	protein tyrosine phosphatase, receptor type, S [Source:HGNC Symbol;Acc:9681]
0.0000002	0.4399406	0.807	0.608	0.0024538	2	MARCKS	ENSG00000155130	protein_coding	myristoylated alanine-rich protein kinase C substrate [Source:HGNC Symbol;Acc:6759]
0.0000002	0.3377951	0.338	0.150	0.0028521	2	WBP2	ENSG00000132471	protein_coding	WW domain binding protein 2 [Source:HGNC Symbol;Acc:12738]
0.0000002	0.2976240	0.959	0.887	0.0028995	2	TPI1	ENSG00000111669	protein_coding	triosephosphate isomerase 1 [Source:HGNC Symbol;Acc:12009]
0.0000002	0.3856993	0.814	0.698	0.0032065	2	NFIA	ENSG00000162599	protein_coding	nuclear factor I/A [Source:HGNC Symbol;Acc:7784]
0.0000002	0.3273349	0.310	0.131	0.0034494	2	NSG2	ENSG00000170091	protein_coding	Neuron-specific protein family member 2 [Source:UniProtKB/Swiss-Prot;Acc:Q9Y328]
0.0000002	0.3925050	0.814	0.619	0.0034621	2	CXADR	ENSG00000154639	protein_coding	coxsackie virus and adenovirus receptor [Source:HGNC Symbol;Acc:2559]
0.0000002	0.3315234	0.255	0.097	0.0034973	2	RP11-143K11.1	ENSG00000260248	lincRNA
0.0000002	0.3919081	0.697	0.453	0.0036185	2	JMJD1C	ENSG00000171988	protein_coding	jumonji domain containing 1C [Source:HGNC Symbol;Acc:12313]
0.0000002	0.4112370	0.524	0.311	0.0036626	2	RTN1	ENSG00000139970	protein_coding	reticulon 1 [Source:HGNC Symbol;Acc:10467]
0.0000003	0.3704046	0.552	0.342	0.0043157	2	VKORC1	ENSG00000167397	protein_coding	vitamin K epoxide reductase complex, subunit 1 [Source:HGNC Symbol;Acc:23663]
0.0000003	0.3576192	0.324	0.150	0.0043867	2	POU3F2	ENSG00000184486	protein_coding	POU class 3 homeobox 2 [Source:HGNC Symbol;Acc:9215]
0.0000003	0.3746669	0.697	0.479	0.0045964	2	HN1	ENSG00000189159	protein_coding	hematological and neurological expressed 1 [Source:HGNC Symbol;Acc:14569]
0.0000003	0.3870741	0.524	0.301	0.0050053	2	PLD3	ENSG00000105223	protein_coding	phospholipase D family, member 3 [Source:HGNC Symbol;Acc:17158]
0.0000003	0.4033494	0.441	0.236	0.0053776	2	RUFY3	ENSG00000018189	protein_coding	RUN and FYVE domain containing 3 [Source:HGNC Symbol;Acc:30285]
0.0000004	0.4011659	0.634	0.431	0.0065057	2	DYNLT1	ENSG00000146425	protein_coding	dynein, light chain, Tctex-type 1 [Source:HGNC Symbol;Acc:11697]
0.0000004	0.4343217	0.490	0.292	0.0066772	2	CCDC23	ENSG00000177868	protein_coding	coiled-coil domain containing 23 [Source:HGNC Symbol;Acc:29204]
0.0000005	0.3673147	0.359	0.174	0.0073786	2	MMD	ENSG00000108960	protein_coding	monocyte to macrophage differentiation-associated [Source:HGNC Symbol;Acc:7153]
0.0000005	0.4376556	0.752	0.592	0.0081637	2	CDC42	ENSG00000070831	protein_coding	cell division cycle 42 [Source:HGNC Symbol;Acc:1736]
0.0000005	0.3539752	0.648	0.435	0.0081794	2	NREP	ENSG00000134986	protein_coding	neuronal regeneration related protein [Source:HGNC Symbol;Acc:16834]
0.0000006	0.4157394	0.628	0.447	0.0089840	2	CCND2	ENSG00000118971	protein_coding	cyclin D2 [Source:HGNC Symbol;Acc:1583]
0.0000006	0.3385232	0.821	0.665	0.0093484	2	ZIC1	ENSG00000152977	protein_coding	Zic family member 1 [Source:HGNC Symbol;Acc:12872]
0.0000006	0.3542166	0.738	0.504	0.0094449	2	TBCB	ENSG00000105254	protein_coding	tubulin folding cofactor B [Source:HGNC Symbol;Acc:1989]
0.0000007	0.2984517	0.324	0.147	0.0109116	2	KCNJ6	ENSG00000157542	protein_coding	potassium inwardly-rectifying channel, subfamily J, member 6 [Source:HGNC Symbol;Acc:6267]
0.0000008	0.4355348	0.490	0.288	0.0126200	2	AP5M1	ENSG00000053770	protein_coding	adaptor-related protein complex 5, mu 1 subunit [Source:HGNC Symbol;Acc:20192]
0.0000009	0.4349375	0.497	0.301	0.0144833	2	ATP6V0D1	ENSG00000159720	protein_coding	ATPase, H+ transporting, lysosomal 38kDa, V0 subunit d1 [Source:HGNC Symbol;Acc:13724]
0.0000010	0.4064415	0.703	0.492	0.0163178	2	OTX2	ENSG00000165588	protein_coding	orthodenticle homeobox 2 [Source:HGNC Symbol;Acc:8522]
0.0000012	0.3695618	0.503	0.304	0.0194450	2	MLLT3	ENSG00000171843	protein_coding	myeloid/lymphoid or mixed-lineage leukemia (trithorax homolog, Drosophila); translocated to, 3 [Source:HGNC Symbol;Acc:7136]
0.0000013	0.3656353	0.276	0.118	0.0206319	2	LPCAT1	ENSG00000153395	protein_coding	lysophosphatidylcholine acyltransferase 1 [Source:HGNC Symbol;Acc:25718]
0.0000014	0.3999355	0.407	0.218	0.0229698	2	TMEM176B	ENSG00000106565	protein_coding	transmembrane protein 176B [Source:HGNC Symbol;Acc:29596]
0.0000017	0.2756622	0.366	0.177	0.0272260	2	SIX3	ENSG00000138083	protein_coding	SIX homeobox 3 [Source:HGNC Symbol;Acc:10889]
0.0000018	0.3467659	0.352	0.177	0.0284433	2	SATB2	ENSG00000119042	protein_coding	SATB homeobox 2 [Source:HGNC Symbol;Acc:21637]
0.0000019	0.4518131	0.393	0.213	0.0304936	2	PAX6	ENSG00000007372	protein_coding	paired box 6 [Source:HGNC Symbol;Acc:8620]
0.0000020	0.2684145	0.290	0.129	0.0314891	2	SPRY1	ENSG00000164056	protein_coding	sprouty homolog 1, antagonist of FGF signaling (Drosophila) [Source:HGNC Symbol;Acc:11269]
0.0000020	0.4040197	0.476	0.295	0.0316861	2	CAMK1D	ENSG00000183049	protein_coding	calcium/calmodulin-dependent protein kinase ID [Source:HGNC Symbol;Acc:19341]
0.0000023	0.3404043	0.372	0.197	0.0372162	2	DZIP3	ENSG00000198919	protein_coding	DAZ interacting zinc finger protein 3 [Source:HGNC Symbol;Acc:30938]
0.0000024	0.3109068	0.338	0.163	0.0381354	2	SLC22A17	ENSG00000092096	protein_coding	solute carrier family 22, member 17 [Source:HGNC Symbol;Acc:23095]
0.0000024	0.3490668	0.690	0.485	0.0384411	2	ATRX	ENSG00000085224	protein_coding	alpha thalassemia/mental retardation syndrome X-linked [Source:HGNC Symbol;Acc:886]
0.0000024	0.2668942	0.297	0.132	0.0389412	2	RASA4	ENSG00000105808	protein_coding	RAS p21 protein activator 4 [Source:HGNC Symbol;Acc:23181]
0.0000029	0.3133326	0.828	0.719	0.0463002	2	ATP2B1	ENSG00000070961	protein_coding	ATPase, Ca++ transporting, plasma membrane 1 [Source:HGNC Symbol;Acc:814]
0.0000030	0.4342571	0.379	0.202	0.0480266	2	CKB	ENSG00000166165	protein_coding	creatine kinase, brain [Source:HGNC Symbol;Acc:1991]
0.0000032	0.2976449	0.283	0.125	0.0519918	2	TBR1	ENSG00000136535	protein_coding	T-box, brain, 1 [Source:HGNC Symbol;Acc:11590]
0.0000033	0.2924946	0.366	0.188	0.0531709	2	PHIP	ENSG00000146247	protein_coding	pleckstrin homology domain interacting protein [Source:HGNC Symbol;Acc:15673]
0.0000035	0.3225570	0.738	0.585	0.0559859	2	ATP6V0B	ENSG00000117410	protein_coding	ATPase, H+ transporting, lysosomal 21kDa, V0 subunit b [Source:HGNC Symbol;Acc:861]
0.0000038	0.3415830	0.490	0.288	0.0613877	2	STX3	ENSG00000166900	protein_coding	syntaxin 3 [Source:HGNC Symbol;Acc:11438]
0.0000043	0.3583695	0.517	0.340	0.0690846	2	GSE1	ENSG00000131149	protein_coding	Gse1 coiled-coil protein [Source:HGNC Symbol;Acc:28979]
0.0000045	0.3354329	0.366	0.199	0.0719534	2	CBFA2T2	ENSG00000078699	protein_coding	core-binding factor, runt domain, alpha subunit 2; translocated to, 2 [Source:HGNC Symbol;Acc:1536]
0.0000045	0.3395121	0.386	0.209	0.0721637	2	KDM5A	ENSG00000073614	protein_coding	lysine (K)-specific demethylase 5A [Source:HGNC Symbol;Acc:9886]
0.0000046	0.3611579	0.331	0.168	0.0737897	2	MESP1	ENSG00000166823	protein_coding	mesoderm posterior 1 homolog (mouse) [Source:HGNC Symbol;Acc:29658]
0.0000046	0.2905620	0.531	0.331	0.0749309	2	DCTN2	ENSG00000175203	protein_coding	dynactin 2 (p50) [Source:HGNC Symbol;Acc:2712]
0.0000047	0.3584560	0.559	0.363	0.0754256	2	CCNG2	ENSG00000138764	protein_coding	cyclin G2 [Source:HGNC Symbol;Acc:1593]
0.0000049	0.2678261	0.303	0.141	0.0790505	2	PGM2L1	ENSG00000165434	protein_coding	phosphoglucomutase 2-like 1 [Source:HGNC Symbol;Acc:20898]
0.0000052	0.2959014	0.455	0.263	0.0844839	2	PTPRD	ENSG00000153707	protein_coding	protein tyrosine phosphatase, receptor type, D [Source:HGNC Symbol;Acc:9668]
0.0000053	0.3479246	0.372	0.197	0.0853925	2	LINC00969	ENSG00000242086	lincRNA	long intergenic non-protein coding RNA 969 [Source:HGNC Symbol;Acc:48729]
0.0000054	0.3164061	0.697	0.528	0.0866040	2	TMEM66	ENSG00000133872	protein_coding	transmembrane protein 66 [Source:HGNC Symbol;Acc:28789]
0.0000058	0.2895877	0.448	0.258	0.0935195	2	ZBTB20	ENSG00000181722	protein_coding	zinc finger and BTB domain containing 20 [Source:HGNC Symbol;Acc:13503]
0.0000059	0.2625320	0.483	0.284	0.0955004	2	ATP6V1B2	ENSG00000147416	protein_coding	ATPase, H+ transporting, lysosomal 56/58kDa, V1 subunit B2 [Source:HGNC Symbol;Acc:854]
0.0000063	0.2563590	0.269	0.118	0.1011639	2	ZNF711	ENSG00000147180	protein_coding	zinc finger protein 711 [Source:HGNC Symbol;Acc:13128]
0.0000066	0.3198891	0.434	0.249	0.1061912	2	GPC6	ENSG00000183098	protein_coding	glypican 6 [Source:HGNC Symbol;Acc:4454]
0.0000082	0.2713425	0.345	0.177	0.1321545	2	CLASP2	ENSG00000163539	protein_coding	cytoplasmic linker associated protein 2 [Source:HGNC Symbol;Acc:17078]
0.0000083	0.3311515	0.607	0.417	0.1333932	2	AMER2	ENSG00000165566	protein_coding	APC membrane recruitment protein 2 [Source:HGNC Symbol;Acc:26360]
0.0000083	0.3598493	0.469	0.295	0.1342985	2	SSBP3	ENSG00000157216	protein_coding	single stranded DNA binding protein 3 [Source:HGNC Symbol;Acc:15674]
0.0000089	0.4013103	0.497	0.333	0.1439156	2	CCSER2	ENSG00000107771	protein_coding	coiled-coil serine-rich protein 2 [Source:HGNC Symbol;Acc:29197]
0.0000092	0.3110604	0.379	0.209	0.1477052	2	MAPK1IP1L	ENSG00000168175	protein_coding	mitogen-activated protein kinase 1 interacting protein 1-like [Source:HGNC Symbol;Acc:19840]
0.0000103	0.2959358	0.434	0.247	0.1658012	2	PBX1	ENSG00000185630	protein_coding	pre-B-cell leukemia homeobox 1 [Source:HGNC Symbol;Acc:8632]
0.0000111	0.2889041	0.372	0.197	0.1783979	2	SYNE2	ENSG00000054654	protein_coding	spectrin repeat containing, nuclear envelope 2 [Source:HGNC Symbol;Acc:17084]
0.0000114	0.3293290	0.593	0.413	0.1844163	2	SCARB2	ENSG00000138760	protein_coding	scavenger receptor class B, member 2 [Source:HGNC Symbol;Acc:1665]
0.0000124	0.2788184	0.379	0.215	0.2003482	2	GNB1	ENSG00000078369	protein_coding	guanine nucleotide binding protein (G protein), beta polypeptide 1 [Source:HGNC Symbol;Acc:4396]
0.0000130	0.2671121	0.490	0.283	0.2093509	2	DAZAP2	ENSG00000183283	protein_coding	DAZ associated protein 2 [Source:HGNC Symbol;Acc:2684]
0.0000136	0.3130693	0.579	0.392	0.2190008	2	SPAG9	ENSG00000008294	protein_coding	sperm associated antigen 9 [Source:HGNC Symbol;Acc:14524]
0.0000137	0.3184635	0.290	0.141	0.2208895	2	SOGA1	ENSG00000149639	protein_coding	suppressor of glucose, autophagy associated 1 [Source:HGNC Symbol;Acc:16111]
0.0000145	0.3648496	0.648	0.513	0.2343949	2	ZIC2	ENSG00000043355	protein_coding	Zic family member 2 [Source:HGNC Symbol;Acc:12873]
0.0000149	0.2603154	0.297	0.145	0.2409256	2	APLP1	ENSG00000105290	protein_coding	amyloid beta (A4) precursor-like protein 1 [Source:HGNC Symbol;Acc:597]
0.0000151	0.3405812	0.628	0.444	0.2440334	2	CXXC5	ENSG00000171604	protein_coding	CXXC finger protein 5 [Source:HGNC Symbol;Acc:26943]
0.0000153	0.2577600	0.517	0.327	0.2468991	2	PGRMC1	ENSG00000101856	protein_coding	progesterone receptor membrane component 1 [Source:HGNC Symbol;Acc:16090]
0.0000159	0.3107318	0.497	0.311	0.2570358	2	DDAH2	ENSG00000213722	protein_coding	dimethylarginine dimethylaminohydrolase 2 [Source:HGNC Symbol;Acc:2716]
0.0000164	0.2953476	0.614	0.435	0.2641944	2	ZNF385D	ENSG00000151789	protein_coding	zinc finger protein 385D [Source:HGNC Symbol;Acc:26191]
0.0000169	0.3628385	0.345	0.186	0.2721311	2	AQP6	ENSG00000086159	protein_coding	aquaporin 6, kidney specific [Source:HGNC Symbol;Acc:639]
0.0000177	0.2735173	0.600	0.386	0.2850066	2	BNIP3L	ENSG00000104765	protein_coding	BCL2/adenovirus E1B 19kDa interacting protein 3-like [Source:HGNC Symbol;Acc:1085]
0.0000179	0.3334836	0.400	0.229	0.2882587	2	ARID4A	ENSG00000032219	protein_coding	AT rich interactive domain 4A (RBP1-like) [Source:HGNC Symbol;Acc:9885]
0.0000181	0.4016047	0.331	0.181	0.2923493	2	TCEAL5	ENSG00000204065	protein_coding	transcription elongation factor A (SII)-like 5 [Source:HGNC Symbol;Acc:22282]
0.0000183	0.4720036	0.497	0.311	0.2952069	2	SCG2	ENSG00000171951	protein_coding	secretogranin II [Source:HGNC Symbol;Acc:10575]
0.0000201	0.3281156	0.600	0.429	0.3248622	2	RPAIN	ENSG00000129197	protein_coding	RPA interacting protein [Source:HGNC Symbol;Acc:28641]
0.0000205	0.3868292	0.455	0.290	0.3302834	2	INA	ENSG00000148798	protein_coding	internexin neuronal intermediate filament protein, alpha [Source:HGNC Symbol;Acc:6057]
0.0000215	0.3029307	0.428	0.259	0.3468010	2	TNPO1	ENSG00000083312	protein_coding	transportin 1 [Source:HGNC Symbol;Acc:6401]
0.0000224	0.2941388	0.283	0.138	0.3613655	2	HOXB2	ENSG00000173917	protein_coding	homeobox B2 [Source:HGNC Symbol;Acc:5113]
0.0000226	0.3378789	0.283	0.143	0.3639948	2	TTLL7	ENSG00000137941	protein_coding	tubulin tyrosine ligase-like family, member 7 [Source:HGNC Symbol;Acc:26242]
0.0000226	0.2627395	0.262	0.120	0.3651989	2	FJX1	ENSG00000179431	protein_coding	four jointed box 1 (Drosophila) [Source:HGNC Symbol;Acc:17166]
0.0000230	0.3637169	0.524	0.354	0.3711184	2	MPHOSPH8	ENSG00000196199	protein_coding	M-phase phosphoprotein 8 [Source:HGNC Symbol;Acc:29810]
0.0000270	0.2673166	0.303	0.152	0.4349159	2	PCDHB10	ENSG00000120324	protein_coding	protocadherin beta 10 [Source:HGNC Symbol;Acc:8681]
0.0000276	0.2815062	0.848	0.714	0.4447419	2	YWHAQ	ENSG00000134308	protein_coding	tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein, theta [Source:HGNC Symbol;Acc:12854]
0.0000315	0.2694466	0.276	0.136	0.5080509	2	GJD2	ENSG00000159248	protein_coding	gap junction protein, delta 2, 36kDa [Source:HGNC Symbol;Acc:19154]
0.0000323	0.3550611	0.717	0.565	0.5204183	2	BEX4	ENSG00000102409	protein_coding	brain expressed, X-linked 4 [Source:HGNC Symbol;Acc:25475]
0.0000338	0.3512819	0.324	0.172	0.5456908	2	RP11-538P18.2	ENSG00000243150	antisense
0.0000382	0.3171402	0.338	0.191	0.6165478	2	XIAP	ENSG00000101966	protein_coding	X-linked inhibitor of apoptosis [Source:HGNC Symbol;Acc:592]
0.0000408	0.3420620	0.421	0.267	0.6580580	2	AES	ENSG00000104964	protein_coding	amino-terminal enhancer of split [Source:HGNC Symbol;Acc:307]
0.0000413	0.2689816	0.352	0.193	0.6668632	2	C19orf81	ENSG00000235034	protein_coding	chromosome 19 open reading frame 81 [Source:HGNC Symbol;Acc:40041]
0.0000427	0.2612528	0.572	0.388	0.6888167	2	IFI27L2	ENSG00000119632	protein_coding	interferon, alpha-inducible protein 27-like 2 [Source:HGNC Symbol;Acc:19753]
0.0000437	0.2901656	0.359	0.200	0.7050405	2	STARD3NL	ENSG00000010270	protein_coding	STARD3 N-terminal like [Source:HGNC Symbol;Acc:19169]
0.0000439	0.3091309	0.372	0.215	0.7078659	2	CFL2	ENSG00000165410	protein_coding	cofilin 2 (muscle) [Source:HGNC Symbol;Acc:1875]
0.0000442	0.2746799	0.393	0.234	0.7135873	2	RUNX1T1	ENSG00000079102	protein_coding	runt-related transcription factor 1; translocated to, 1 (cyclin D-related) [Source:HGNC Symbol;Acc:1535]
0.0000446	0.3332326	0.572	0.395	0.7203908	2	FAM200B	ENSG00000237765	protein_coding	family with sequence similarity 200, member B [Source:HGNC Symbol;Acc:27740]
0.0000452	0.2822091	0.407	0.234	0.7291594	2	BCL7A	ENSG00000110987	protein_coding	B-cell CLL/lymphoma 7A [Source:HGNC Symbol;Acc:1004]
0.0000473	0.3261392	0.503	0.343	0.7639976	2	CELF4	ENSG00000101489	protein_coding	CUGBP, Elav-like family member 4 [Source:HGNC Symbol;Acc:14015]
0.0000511	0.2600751	0.510	0.329	0.8247240	2	BTG2	ENSG00000159388	protein_coding	BTG family, member 2 [Source:HGNC Symbol;Acc:1131]
0.0000519	0.2518543	0.628	0.431	0.8378277	2	OLFM1	ENSG00000130558	protein_coding	olfactomedin 1 [Source:HGNC Symbol;Acc:17187]
0.0000526	0.2798244	0.710	0.572	0.8489851	2	YWHAZ	ENSG00000164924	protein_coding	tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein, zeta [Source:HGNC Symbol;Acc:12855]
0.0000556	0.3046656	0.586	0.417	0.8978621	2	CAMLG	ENSG00000164615	protein_coding	calcium modulating ligand [Source:HGNC Symbol;Acc:1471]
0.0000605	0.2920685	0.593	0.433	0.9756951	2	GTF2I	ENSG00000077809	protein_coding	general transcription factor IIi [Source:HGNC Symbol;Acc:4659]
0.0000794	0.2585447	0.834	0.728	1.0000000	2	TTC3	ENSG00000182670	protein_coding	tetratricopeptide repeat domain 3 [Source:HGNC Symbol;Acc:12393]
0.0000950	0.2645143	0.690	0.524	1.0000000	2	MAGED2	ENSG00000102316	protein_coding	melanoma antigen family D, 2 [Source:HGNC Symbol;Acc:16353]
0.0000963	0.2843396	0.531	0.347	1.0000000	2	SCG5	ENSG00000166922	protein_coding	secretogranin V (7B2 protein) [Source:HGNC Symbol;Acc:10816]
0.0001006	0.2864835	0.414	0.254	1.0000000	2	RNH1	ENSG00000023191	protein_coding	ribonuclease/angiogenin inhibitor 1 [Source:HGNC Symbol;Acc:10074]
0.0001110	0.2593702	0.276	0.140	1.0000000	2	BLCAP	ENSG00000166619	protein_coding	bladder cancer associated protein [Source:HGNC Symbol;Acc:1055]
0.0001220	0.2807337	0.386	0.229	1.0000000	2	KIFAP3	ENSG00000075945	protein_coding	kinesin-associated protein 3 [Source:HGNC Symbol;Acc:17060]
0.0001417	0.2673089	0.483	0.311	1.0000000	2	ANKRD12	ENSG00000101745	protein_coding	ankyrin repeat domain 12 [Source:HGNC Symbol;Acc:29135]
0.0001553	0.2834617	0.648	0.478	1.0000000	2	SARS	ENSG00000031698	protein_coding	seryl-tRNA synthetase [Source:HGNC Symbol;Acc:10537]
0.0001605	0.3043763	0.317	0.184	1.0000000	2	HCFC1R1	ENSG00000103145	protein_coding	host cell factor C1 regulator 1 (XPO1 dependent) [Source:HGNC Symbol;Acc:21198]
0.0001648	0.2634091	0.848	0.787	1.0000000	2	BTG1	ENSG00000133639	protein_coding	B-cell translocation gene 1, anti-proliferative [Source:HGNC Symbol;Acc:1130]
0.0001934	0.3240519	0.359	0.218	1.0000000	2	ROGDI	ENSG00000067836	protein_coding	rogdi homolog (Drosophila) [Source:HGNC Symbol;Acc:29478]
0.0001997	0.2935776	0.345	0.200	1.0000000	2	ZFPM2	ENSG00000169946	protein_coding	zinc finger protein, FOG family member 2 [Source:HGNC Symbol;Acc:16700]
0.0002051	0.2900754	0.303	0.170	1.0000000	2	CLSTN1	ENSG00000171603	protein_coding	calsyntenin 1 [Source:HGNC Symbol;Acc:17447]
0.0002360	0.2513932	0.366	0.220	1.0000000	2	FAM127A	ENSG00000134590	protein_coding	family with sequence similarity 127, member A [Source:HGNC Symbol;Acc:2569]
0.0002401	0.3423367	0.421	0.272	1.0000000	2	DDIT3	ENSG00000175197	protein_coding	DNA-damage-inducible transcript 3 [Source:HGNC Symbol;Acc:2726]
0.0002412	0.2912877	0.586	0.424	1.0000000	2	LHX8	ENSG00000162624	protein_coding	LIM homeobox 8 [Source:HGNC Symbol;Acc:28838]
0.0002439	0.3199628	0.317	0.181	1.0000000	2	HIST1H1C	ENSG00000187837	protein_coding	histone cluster 1, H1c [Source:HGNC Symbol;Acc:4716]
0.0002522	0.3178376	0.448	0.306	1.0000000	2	YWHAG	ENSG00000170027	protein_coding	tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein, gamma [Source:HGNC Symbol;Acc:12852]
0.0002962	0.2779772	0.455	0.311	1.0000000	2	CYB5A	ENSG00000166347	protein_coding	cytochrome b5 type A (microsomal) [Source:HGNC Symbol;Acc:2570]
0.0003239	0.2539755	0.297	0.168	1.0000000	2	KAT6B	ENSG00000156650	protein_coding	K(lysine) acetyltransferase 6B [Source:HGNC Symbol;Acc:17582]
0.0003826	0.2520008	0.434	0.284	1.0000000	2	AL592183.1	ENSG00000220023	protein_coding
0.0003967	0.2848291	0.538	0.386	1.0000000	2	C16orf45	ENSG00000166780	protein_coding	chromosome 16 open reading frame 45 [Source:HGNC Symbol;Acc:19213]
0.0004510	0.3438317	0.352	0.224	1.0000000	2	ACTC1	ENSG00000159251	protein_coding	actin, alpha, cardiac muscle 1 [Source:HGNC Symbol;Acc:143]
0.0004593	0.2539726	0.372	0.229	1.0000000	2	BAD	ENSG00000002330	protein_coding	BCL2-associated agonist of cell death [Source:HGNC Symbol;Acc:936]
0.0004732	0.2914075	0.628	0.512	1.0000000	2	MLF2	ENSG00000089693	protein_coding	myeloid leukemia factor 2 [Source:HGNC Symbol;Acc:7126]
0.0004748	0.2809843	0.448	0.309	1.0000000	2	TXNIP	ENSG00000117289	protein_coding	thioredoxin interacting protein [Source:HGNC Symbol;Acc:16952]
0.0004781	0.2930759	0.545	0.392	1.0000000	2	ZIC4	ENSG00000174963	protein_coding	Zic family member 4 [Source:HGNC Symbol;Acc:20393]
0.0005304	0.2982837	0.421	0.267	1.0000000	2	UNC119	ENSG00000109103	protein_coding	unc-119 homolog (C. elegans) [Source:HGNC Symbol;Acc:12565]
0.0005436	0.2535175	0.607	0.444	1.0000000	2	HP1BP3	ENSG00000127483	protein_coding	heterochromatin protein 1, binding protein 3 [Source:HGNC Symbol;Acc:24973]
0.0005529	0.2607009	0.303	0.175	1.0000000	2	POLD4	ENSG00000175482	protein_coding	polymerase (DNA-directed), delta 4, accessory subunit [Source:HGNC Symbol;Acc:14106]
0.0005844	0.2705827	0.572	0.422	1.0000000	2	ZNF326	ENSG00000162664	protein_coding	zinc finger protein 326 [Source:HGNC Symbol;Acc:14104]
0.0006111	0.3548567	0.455	0.320	1.0000000	2	SOX11	ENSG00000176887	protein_coding	SRY (sex determining region Y)-box 11 [Source:HGNC Symbol;Acc:11191]
0.0006162	0.3036688	0.641	0.510	1.0000000	2	RTN3	ENSG00000133318	protein_coding	reticulon 3 [Source:HGNC Symbol;Acc:10469]
0.0006329	0.3080608	0.614	0.478	1.0000000	2	TNRC6B	ENSG00000100354	protein_coding	trinucleotide repeat containing 6B [Source:HGNC Symbol;Acc:29190]
0.0006344	0.2502348	0.545	0.381	1.0000000	2	ARID4B	ENSG00000054267	protein_coding	AT rich interactive domain 4B (RBP1-like) [Source:HGNC Symbol;Acc:15550]
0.0006436	0.2658290	0.600	0.453	1.0000000	2	RBPJ	ENSG00000168214	protein_coding	recombination signal binding protein for immunoglobulin kappa J region [Source:HGNC Symbol;Acc:5724]
0.0007302	0.3153384	0.593	0.494	1.0000000	2	EIF1B	ENSG00000114784	protein_coding	eukaryotic translation initiation factor 1B [Source:HGNC Symbol;Acc:30792]
0.0007685	0.3360761	0.290	0.175	1.0000000	2	TMEM14A	ENSG00000096092	protein_coding	transmembrane protein 14A [Source:HGNC Symbol;Acc:21076]
0.0007967	0.2646504	0.310	0.186	1.0000000	2	CEP170	ENSG00000143702	protein_coding	centrosomal protein 170kDa [Source:HGNC Symbol;Acc:28920]
0.0008054	0.2727198	0.428	0.295	1.0000000	2	FOXN3	ENSG00000053254	protein_coding	forkhead box N3 [Source:HGNC Symbol;Acc:1928]
0.0008265	0.2585571	0.359	0.224	1.0000000	2	SPATS2	ENSG00000123352	protein_coding	spermatogenesis associated, serine-rich 2 [Source:HGNC Symbol;Acc:18650]
0.0008278	0.2872482	0.710	0.585	1.0000000	2	JUN	ENSG00000177606	protein_coding	jun proto-oncogene [Source:HGNC Symbol;Acc:6204]
0.0008969	0.2671271	0.352	0.227	1.0000000	2	WBP4	ENSG00000120688	protein_coding	WW domain binding protein 4 [Source:HGNC Symbol;Acc:12739]
0.0010118	0.2632558	0.345	0.220	1.0000000	2	SYNC	ENSG00000162520	protein_coding	syncoilin, intermediate filament protein [Source:HGNC Symbol;Acc:28897]
0.0010790	0.2882807	0.324	0.206	1.0000000	2	GSTA4	ENSG00000170899	protein_coding	glutathione S-transferase alpha 4 [Source:HGNC Symbol;Acc:4629]
0.0012011	0.3930445	0.345	0.218	1.0000000	2	PTN	ENSG00000105894	protein_coding	pleiotrophin [Source:HGNC Symbol;Acc:9630]
0.0012400	0.2839688	0.531	0.417	1.0000000	2	AKAP6	ENSG00000151320	protein_coding	A kinase (PRKA) anchor protein 6 [Source:HGNC Symbol;Acc:376]
0.0012419	0.3768303	0.303	0.195	1.0000000	2	AFMID	ENSG00000183077	protein_coding	arylformamidase [Source:HGNC Symbol;Acc:20910]
0.0012887	0.2553620	0.538	0.420	1.0000000	2	ARPP19	ENSG00000128989	protein_coding	cAMP-regulated phosphoprotein, 19kDa [Source:HGNC Symbol;Acc:16967]
0.0016539	0.2710968	0.434	0.308	1.0000000	2	TMSB15B	ENSG00000158427	protein_coding	thymosin beta 15B [Source:HGNC Symbol;Acc:28612]
0.0019072	0.2770930	0.345	0.231	1.0000000	2	KLC1	ENSG00000126214	protein_coding	kinesin light chain 1 [Source:HGNC Symbol;Acc:6387]
0.0019233	0.2503836	0.303	0.186	1.0000000	2	PJA2	ENSG00000198961	protein_coding	praja ring finger 2, E3 ubiquitin protein ligase [Source:HGNC Symbol;Acc:17481]
0.0019918	0.2814898	0.448	0.327	1.0000000	2	STAU1	ENSG00000124214	protein_coding	staufen double-stranded RNA binding protein 1 [Source:HGNC Symbol;Acc:11370]
0.0024757	0.2661227	0.386	0.268	1.0000000	2	RBFOX2	ENSG00000100320	protein_coding	RNA binding protein, fox-1 homolog (C. elegans) 2 [Source:HGNC Symbol;Acc:9906]
0.0025935	0.2828878	0.331	0.222	1.0000000	2	DCTN3	ENSG00000137100	protein_coding	dynactin 3 (p22) [Source:HGNC Symbol;Acc:2713]
0.0030614	0.2689808	0.510	0.392	1.0000000	2	CALM3	ENSG00000160014	protein_coding	calmodulin 3 (phosphorylase kinase, delta) [Source:HGNC Symbol;Acc:1449]
0.0033809	0.2628008	0.269	0.172	1.0000000	2	ZC2HC1A	ENSG00000104427	protein_coding	zinc finger, C2HC-type containing 1A [Source:HGNC Symbol;Acc:24277]
0.0037279	0.2766298	0.379	0.275	1.0000000	2	MSI1	ENSG00000135097	protein_coding	musashi RNA-binding protein 1 [Source:HGNC Symbol;Acc:7330]
0.0050761	0.2516347	0.786	0.678	1.0000000	2	CST3	ENSG00000101439	protein_coding	cystatin C [Source:HGNC Symbol;Acc:2475]
0.0054377	0.2743669	0.469	0.358	1.0000000	2	MYEF2	ENSG00000104177	protein_coding	myelin expression factor 2 [Source:HGNC Symbol;Acc:17940]
0.0057875	0.2633054	0.414	0.302	1.0000000	2	PHACTR2	ENSG00000112419	protein_coding	phosphatase and actin regulator 2 [Source:HGNC Symbol;Acc:20956]
0.0000000	0.2940728	1.000	0.998	0.0000000	3	RPL6	ENSG00000089009	protein_coding	ribosomal protein L6 [Source:HGNC Symbol;Acc:10362]
0.0000000	0.2785150	1.000	1.000	0.0000000	3	RPL26	ENSG00000161970	protein_coding	ribosomal protein L26 [Source:HGNC Symbol;Acc:10327]
0.0000000	0.3049460	1.000	1.000	0.0000000	3	RPL18A	ENSG00000105640	protein_coding	ribosomal protein L18a [Source:HGNC Symbol;Acc:10311]
0.0000000	0.2670509	1.000	1.000	0.0000000	3	RPL13A	ENSG00000142541	protein_coding	ribosomal protein L13a [Source:HGNC Symbol;Acc:10304]
0.0000000	0.2809113	1.000	0.998	0.0000000	3	RPS19	ENSG00000105372	protein_coding	ribosomal protein S19 [Source:HGNC Symbol;Acc:10402]
0.0000000	0.2843342	1.000	1.000	0.0000000	3	RPS14	ENSG00000164587	protein_coding	ribosomal protein S14 [Source:HGNC Symbol;Acc:10387]
0.0000000	0.2630332	1.000	1.000	0.0000000	3	RPS8	ENSG00000142937	protein_coding	ribosomal protein S8 [Source:HGNC Symbol;Acc:10441]
0.0000000	0.2600411	1.000	1.000	0.0000000	3	RPL39	ENSG00000198918	protein_coding	ribosomal protein L39 [Source:HGNC Symbol;Acc:10350]
0.0000000	0.4669824	0.968	0.912	0.0000000	3	MDK	ENSG00000110492	protein_coding	midkine (neurite growth-promoting factor 2) [Source:HGNC Symbol;Acc:6972]
0.0000000	0.2712669	1.000	1.000	0.0000000	3	RPS28	ENSG00000233927	protein_coding	ribosomal protein S28 [Source:HGNC Symbol;Acc:10418]
0.0000000	0.3131547	1.000	0.995	0.0000000	3	RPL5	ENSG00000122406	protein_coding	ribosomal protein L5 [Source:HGNC Symbol;Acc:10360]
0.0000000	0.2605448	1.000	1.000	0.0000000	3	RPS24	ENSG00000138326	protein_coding	ribosomal protein S24 [Source:HGNC Symbol;Acc:10411]
0.0000000	0.2817480	1.000	0.990	0.0000000	3	RPL10A	ENSG00000198755	protein_coding	ribosomal protein L10a [Source:HGNC Symbol;Acc:10299]
0.0000000	0.2684144	1.000	0.998	0.0000000	3	RPL29	ENSG00000162244	protein_coding	ribosomal protein L29 [Source:HGNC Symbol;Acc:10331]
0.0000000	0.2557229	1.000	1.000	0.0000000	3	RPS6	ENSG00000137154	protein_coding	ribosomal protein S6 [Source:HGNC Symbol;Acc:10429]
0.0000000	0.2778777	1.000	0.998	0.0000000	3	RPL24	ENSG00000114391	protein_coding	ribosomal protein L24 [Source:HGNC Symbol;Acc:10325]
0.0000000	0.2770834	1.000	0.995	0.0000000	3	GNB2L1	ENSG00000204628	protein_coding	guanine nucleotide binding protein (G protein), beta polypeptide 2-like 1 [Source:HGNC Symbol;Acc:4399]
0.0000000	0.3336373	0.992	0.957	0.0000004	3	HNRNPA1	ENSG00000135486	protein_coding	heterogeneous nuclear ribonucleoprotein A1 [Source:HGNC Symbol;Acc:5031]
0.0000000	0.2525190	0.992	0.995	0.0000015	3	RPL18	ENSG00000063177	protein_coding	ribosomal protein L18 [Source:HGNC Symbol;Acc:10310]
0.0000000	0.2573013	1.000	1.000	0.0000019	3	RPL31	ENSG00000071082	protein_coding	ribosomal protein L31 [Source:HGNC Symbol;Acc:10334]
0.0000000	0.2534252	1.000	0.983	0.0000032	3	RPL23	ENSG00000125691	protein_coding	ribosomal protein L23 [Source:HGNC Symbol;Acc:10316]
0.0000000	0.4248982	0.897	0.815	0.0000100	3	SEC61B	ENSG00000106803	protein_coding	Sec61 beta subunit [Source:HGNC Symbol;Acc:16993]
0.0000000	0.2563158	1.000	0.983	0.0000105	3	RPLP0	ENSG00000089157	protein_coding	ribosomal protein, large, P0 [Source:HGNC Symbol;Acc:10371]
0.0000000	0.4313342	0.952	0.860	0.0001163	3	RP11-21B23.2	ENSG00000261092	lincRNA
0.0000000	0.4754337	0.833	0.676	0.0003197	3	MFAP4	ENSG00000166482	protein_coding	microfibrillar-associated protein 4 [Source:HGNC Symbol;Acc:7035]
0.0000000	0.4292742	0.817	0.678	0.0004273	3	IFT57	ENSG00000114446	protein_coding	intraflagellar transport 57 homolog (Chlamydomonas) [Source:HGNC Symbol;Acc:17367]
0.0000000	0.3071899	0.984	0.957	0.0004341	3	NPM1	ENSG00000181163	protein_coding	nucleophosmin (nucleolar phosphoprotein B23, numatrin) [Source:HGNC Symbol;Acc:7910]
0.0000000	0.3285203	0.952	0.898	0.0007207	3	SEC61G	ENSG00000132432	protein_coding	Sec61 gamma subunit [Source:HGNC Symbol;Acc:18277]
0.0000001	0.4440573	0.746	0.585	0.0012113	3	AC002454.1	ENSG00000237819	antisense
0.0000001	0.2730053	0.984	0.958	0.0017522	3	BTF3	ENSG00000145741	protein_coding	basic transcription factor 3 [Source:HGNC Symbol;Acc:1125]
0.0000002	0.3628440	0.825	0.671	0.0033347	3	PODXL2	ENSG00000114631	protein_coding	podocalyxin-like 2 [Source:HGNC Symbol;Acc:17936]
0.0000003	0.3688088	0.802	0.680	0.0049971	3	LSM7	ENSG00000130332	protein_coding	LSM7 homolog, U6 small nuclear RNA associated (S. cerevisiae) [Source:HGNC Symbol;Acc:20470]
0.0000009	0.3294234	0.897	0.824	0.0142188	3	EIF3E	ENSG00000104408	protein_coding	eukaryotic translation initiation factor 3, subunit E [Source:HGNC Symbol;Acc:3277]
0.0000022	0.2718590	0.992	0.907	0.0349265	3	SOX4	ENSG00000124766	protein_coding	SRY (sex determining region Y)-box 4 [Source:HGNC Symbol;Acc:11200]
0.0000023	0.4170798	0.738	0.637	0.0374993	3	PAPSS1	ENSG00000138801	protein_coding	3’-phosphoadenosine 5’-phosphosulfate synthase 1 [Source:HGNC Symbol;Acc:8603]
0.0000024	0.2936722	0.937	0.891	0.0387205	3	HSPB1	ENSG00000106211	protein_coding	heat shock 27kDa protein 1 [Source:HGNC Symbol;Acc:5246]
0.0000053	0.4842733	0.603	0.519	0.0850124	3	RP11-436F9.1	ENSG00000231427	lincRNA
0.0000063	0.3829821	0.690	0.571	0.1012849	3	NME1	ENSG00000239672	protein_coding	NME/NM23 nucleoside diphosphate kinase 1 [Source:HGNC Symbol;Acc:7849]
0.0000096	0.3074952	0.865	0.825	0.1552749	3	SSR4	ENSG00000180879	protein_coding	signal sequence receptor, delta [Source:HGNC Symbol;Acc:11326]
0.0000112	0.2529765	0.960	0.901	0.1811174	3	RPL17	ENSG00000265681	protein_coding	ribosomal protein L17 [Source:HGNC Symbol;Acc:10307]
0.0000113	0.2779773	0.730	0.595	0.1821346	3	OSTC	ENSG00000198856	protein_coding	oligosaccharyltransferase complex subunit (non-catalytic) [Source:HGNC Symbol;Acc:24448]
0.0000173	0.2793978	0.952	0.874	0.2787715	3	TXN	ENSG00000136810	protein_coding	thioredoxin [Source:HGNC Symbol;Acc:12435]
0.0000182	0.4298789	0.603	0.474	0.2944510	3	NFYB	ENSG00000120837	protein_coding	nuclear transcription factor Y, beta [Source:HGNC Symbol;Acc:7805]
0.0000197	0.3398391	0.841	0.728	0.3181891	3	LDHB	ENSG00000111716	protein_coding	lactate dehydrogenase B [Source:HGNC Symbol;Acc:6541]
0.0000200	0.2566903	0.897	0.860	0.3230002	3	EIF4A1	ENSG00000161960	protein_coding	eukaryotic translation initiation factor 4A1 [Source:HGNC Symbol;Acc:3282]
0.0000272	0.2933015	0.825	0.713	0.4387135	3	AIMP1	ENSG00000164022	protein_coding	aminoacyl tRNA synthetase complex-interacting multifunctional protein 1 [Source:HGNC Symbol;Acc:10648]
0.0000389	0.3619509	0.722	0.626	0.6284360	3	HSP90B1	ENSG00000166598	protein_coding	heat shock protein 90kDa beta (Grp94), member 1 [Source:HGNC Symbol;Acc:12028]
0.0000450	0.3580336	0.595	0.505	0.7261481	3	CCT8	ENSG00000156261	protein_coding	chaperonin containing TCP1, subunit 8 (theta) [Source:HGNC Symbol;Acc:1623]
0.0000576	0.3102986	0.667	0.588	0.9292333	3	RSL1D1	ENSG00000171490	protein_coding	ribosomal L1 domain containing 1 [Source:HGNC Symbol;Acc:24534]
0.0000805	0.3534114	0.643	0.521	1.0000000	3	LBH	ENSG00000213626	protein_coding	limb bud and heart development [Source:HGNC Symbol;Acc:29532]
0.0000809	0.2842982	0.794	0.727	1.0000000	3	PPIB	ENSG00000166794	protein_coding	peptidylprolyl isomerase B (cyclophilin B) [Source:HGNC Symbol;Acc:9255]
0.0001103	0.3494434	0.754	0.673	1.0000000	3	MEST	ENSG00000106484	protein_coding	mesoderm specific transcript [Source:HGNC Symbol;Acc:7028]
0.0001543	0.2595817	0.881	0.853	1.0000000	3	GUK1	ENSG00000143774	protein_coding	guanylate kinase 1 [Source:HGNC Symbol;Acc:4693]
0.0001820	0.2583105	0.690	0.592	1.0000000	3	PDLIM4	ENSG00000131435	protein_coding	PDZ and LIM domain 4 [Source:HGNC Symbol;Acc:16501]
0.0002019	0.2832153	0.849	0.780	1.0000000	3	PRMT1	ENSG00000126457	protein_coding	protein arginine methyltransferase 1 [Source:HGNC Symbol;Acc:5187]
0.0002346	0.3114677	0.532	0.422	1.0000000	3	RP11-401P9.4	ENSG00000261685	lincRNA
0.0002370	0.3023476	0.619	0.522	1.0000000	3	REEP5	ENSG00000129625	protein_coding	receptor accessory protein 5 [Source:HGNC Symbol;Acc:30077]
0.0003516	0.2759862	0.754	0.735	1.0000000	3	HNRNPM	ENSG00000099783	protein_coding	heterogeneous nuclear ribonucleoprotein M [Source:HGNC Symbol;Acc:5046]
0.0003718	0.3771221	0.341	0.223	1.0000000	3	QPRT	ENSG00000103485	protein_coding	quinolinate phosphoribosyltransferase [Source:HGNC Symbol;Acc:9755]
0.0004752	0.3042085	0.595	0.514	1.0000000	3	HSPA5	ENSG00000044574	protein_coding	heat shock 70kDa protein 5 (glucose-regulated protein, 78kDa) [Source:HGNC Symbol;Acc:5238]
0.0005403	0.3277325	0.667	0.587	1.0000000	3	PDIA3	ENSG00000167004	protein_coding	protein disulfide isomerase family A, member 3 [Source:HGNC Symbol;Acc:4606]
0.0005516	0.2837186	0.690	0.599	1.0000000	3	RBM3	ENSG00000102317	protein_coding	RNA binding motif (RNP1, RRM) protein 3 [Source:HGNC Symbol;Acc:9900]
0.0006786	0.2772580	0.746	0.715	1.0000000	3	CALR	ENSG00000179218	protein_coding	calreticulin [Source:HGNC Symbol;Acc:1455]
0.0006820	0.2909673	0.373	0.261	1.0000000	3	GORASP2	ENSG00000115806	protein_coding	golgi reassembly stacking protein 2, 55kDa [Source:HGNC Symbol;Acc:17500]
0.0006889	0.2934692	0.706	0.623	1.0000000	3	HSPD1	ENSG00000144381	protein_coding	heat shock 60kDa protein 1 (chaperonin) [Source:HGNC Symbol;Acc:5261]
0.0009169	0.3089495	0.563	0.484	1.0000000	3	EIF3J	ENSG00000104131	protein_coding	eukaryotic translation initiation factor 3, subunit J [Source:HGNC Symbol;Acc:3270]
0.0009541	0.2787423	0.706	0.649	1.0000000	3	SSR2	ENSG00000163479	protein_coding	signal sequence receptor, beta (translocon-associated protein beta) [Source:HGNC Symbol;Acc:11324]
0.0009898	0.3219871	0.500	0.410	1.0000000	3	PRELID2	ENSG00000186314	protein_coding	PRELI domain containing 2 [Source:HGNC Symbol;Acc:28306]
0.0010631	0.3485264	0.738	0.739	1.0000000	3	NCL	ENSG00000115053	protein_coding	nucleolin [Source:HGNC Symbol;Acc:7667]
0.0012858	0.3492615	0.421	0.329	1.0000000	3	ORAI2	ENSG00000160991	protein_coding	ORAI calcium release-activated calcium modulator 2 [Source:HGNC Symbol;Acc:21667]
0.0013882	0.3358782	0.270	0.171	1.0000000	3	FKBP11	ENSG00000134285	protein_coding	FK506 binding protein 11, 19 kDa [Source:HGNC Symbol;Acc:18624]
0.0014029	0.3425564	0.278	0.175	1.0000000	3	FEZF1	ENSG00000128610	protein_coding	FEZ family zinc finger 1 [Source:HGNC Symbol;Acc:22788]
0.0014187	0.4223648	0.444	0.356	1.0000000	3	DKK4	ENSG00000104371	protein_coding	dickkopf WNT signaling pathway inhibitor 4 [Source:HGNC Symbol;Acc:2894]
0.0015061	0.2624207	0.516	0.438	1.0000000	3	ITGB1	ENSG00000150093	protein_coding	integrin, beta 1 (fibronectin receptor, beta polypeptide, antigen CD29 includes MDF2, MSK12) [Source:HGNC Symbol;Acc:6153]
0.0015630	0.2527179	0.754	0.713	1.0000000	3	SNRPE	ENSG00000182004	protein_coding	small nuclear ribonucleoprotein polypeptide E [Source:HGNC Symbol;Acc:11161]
0.0016361	0.2725754	0.556	0.465	1.0000000	3	PPA1	ENSG00000180817	protein_coding	pyrophosphatase (inorganic) 1 [Source:HGNC Symbol;Acc:9226]
0.0017127	0.2814216	0.373	0.268	1.0000000	3	TRAPPC6A	ENSG00000007255	protein_coding	trafficking protein particle complex 6A [Source:HGNC Symbol;Acc:23069]
0.0019531	0.2899494	0.635	0.587	1.0000000	3	EIF5A	ENSG00000132507	protein_coding	eukaryotic translation initiation factor 5A [Source:HGNC Symbol;Acc:3300]
0.0020540	0.3669181	0.405	0.303	1.0000000	3	TXNRD1	ENSG00000198431	protein_coding	thioredoxin reductase 1 [Source:HGNC Symbol;Acc:12437]
0.0031644	0.2582295	0.770	0.711	1.0000000	3	SLC1A3	ENSG00000079215	protein_coding	solute carrier family 1 (glial high affinity glutamate transporter), member 3 [Source:HGNC Symbol;Acc:10941]
0.0035859	0.2675636	0.579	0.488	1.0000000	3	SHOX2	ENSG00000168779	protein_coding	short stature homeobox 2 [Source:HGNC Symbol;Acc:10854]
0.0036210	0.2839856	0.508	0.441	1.0000000	3	LARS	ENSG00000133706	protein_coding	leucyl-tRNA synthetase [Source:HGNC Symbol;Acc:6512]
0.0037428	0.3192761	0.413	0.332	1.0000000	3	PHB2	ENSG00000215021	protein_coding	prohibitin 2 [Source:HGNC Symbol;Acc:30306]
0.0040089	0.3196749	0.429	0.351	1.0000000	3	DSP	ENSG00000096696	protein_coding	desmoplakin [Source:HGNC Symbol;Acc:3052]
0.0040494	0.2609683	0.722	0.683	1.0000000	3	CRABP2	ENSG00000143320	protein_coding	cellular retinoic acid binding protein 2 [Source:HGNC Symbol;Acc:2339]
0.0045057	0.3113742	0.437	0.348	1.0000000	3	GNL3	ENSG00000163938	protein_coding	guanine nucleotide binding protein-like 3 (nucleolar) [Source:HGNC Symbol;Acc:29931]
0.0050298	0.2690979	0.540	0.478	1.0000000	3	EIF3A	ENSG00000107581	protein_coding	eukaryotic translation initiation factor 3, subunit A [Source:HGNC Symbol;Acc:3271]
0.0063611	0.2700295	0.333	0.253	1.0000000	3	ZMAT4	ENSG00000165061	protein_coding	zinc finger, matrin-type 4 [Source:HGNC Symbol;Acc:25844]
0.0068976	0.2625558	0.286	0.197	1.0000000	3	MED19	ENSG00000156603	protein_coding	mediator complex subunit 19 [Source:HGNC Symbol;Acc:29600]
0.0090472	0.2826006	0.460	0.393	1.0000000	3	SSR3	ENSG00000114850	protein_coding	signal sequence receptor, gamma (translocon-associated protein gamma) [Source:HGNC Symbol;Acc:11325]
0.0000000	2.0190942	0.831	0.067	0.0000000	4	TOP2A	ENSG00000131747	protein_coding	topoisomerase (DNA) II alpha 170kDa [Source:HGNC Symbol;Acc:11989]
0.0000000	1.9038146	0.831	0.094	0.0000000	4	UBE2C	ENSG00000175063	protein_coding	ubiquitin-conjugating enzyme E2C [Source:HGNC Symbol;Acc:15937]
0.0000000	1.0745100	0.662	0.037	0.0000000	4	PBK	ENSG00000168078	protein_coding	PDZ binding kinase [Source:HGNC Symbol;Acc:18282]
0.0000000	1.3209628	0.740	0.062	0.0000000	4	BIRC5	ENSG00000089685	protein_coding	baculoviral IAP repeat containing 5 [Source:HGNC Symbol;Acc:593]
0.0000000	1.7050871	0.805	0.094	0.0000000	4	NUSAP1	ENSG00000137804	protein_coding	nucleolar and spindle associated protein 1 [Source:HGNC Symbol;Acc:18538]
0.0000000	1.9487081	0.779	0.088	0.0000000	4	CENPF	ENSG00000117724	protein_coding	centromere protein F, 350/400kDa [Source:HGNC Symbol;Acc:1857]
0.0000000	1.1825805	0.649	0.046	0.0000000	4	MKI67	ENSG00000148773	protein_coding	marker of proliferation Ki-67 [Source:HGNC Symbol;Acc:7107]
0.0000000	0.9019957	0.558	0.027	0.0000000	4	SPC25	ENSG00000152253	protein_coding	SPC25, NDC80 kinetochore complex component [Source:HGNC Symbol;Acc:24031]
0.0000000	1.2888987	0.753	0.083	0.0000000	4	CDK1	ENSG00000170312	protein_coding	cyclin-dependent kinase 1 [Source:HGNC Symbol;Acc:1722]
0.0000000	1.1556007	0.584	0.037	0.0000000	4	CDKN3	ENSG00000100526	protein_coding	cyclin-dependent kinase inhibitor 3 [Source:HGNC Symbol;Acc:1791]
0.0000000	1.2014697	0.494	0.019	0.0000000	4	ASPM	ENSG00000066279	protein_coding	asp (abnormal spindle) homolog, microcephaly associated (Drosophila) [Source:HGNC Symbol;Acc:19048]
0.0000000	1.5188989	0.779	0.100	0.0000000	4	KIAA0101	ENSG00000166803	protein_coding	KIAA0101 [Source:HGNC Symbol;Acc:28961]
0.0000000	0.9936026	0.662	0.059	0.0000000	4	ZWINT	ENSG00000122952	protein_coding	ZW10 interacting kinetochore protein [Source:HGNC Symbol;Acc:13195]
0.0000000	1.1997528	0.740	0.094	0.0000000	4	UBE2T	ENSG00000077152	protein_coding	ubiquitin-conjugating enzyme E2T (putative) [Source:HGNC Symbol;Acc:25009]
0.0000000	0.6656657	0.442	0.014	0.0000000	4	FAM64A	ENSG00000129195	protein_coding	family with sequence similarity 64, member A [Source:HGNC Symbol;Acc:25483]
0.0000000	0.8360221	0.545	0.037	0.0000000	4	PRC1	ENSG00000198901	protein_coding	protein regulator of cytokinesis 1 [Source:HGNC Symbol;Acc:9341]
0.0000000	0.7663071	0.468	0.021	0.0000000	4	NUF2	ENSG00000143228	protein_coding	NUF2, NDC80 kinetochore complex component [Source:HGNC Symbol;Acc:14621]
0.0000000	0.6779802	0.442	0.016	0.0000000	4	SGOL1	ENSG00000129810	protein_coding	shugoshin-like 1 (S. pombe) [Source:HGNC Symbol;Acc:25088]
0.0000000	0.7453629	0.468	0.021	0.0000000	4	TPX2	ENSG00000088325	protein_coding	TPX2, microtubule-associated [Source:HGNC Symbol;Acc:1249]
0.0000000	0.8072506	0.519	0.032	0.0000000	4	AURKB	ENSG00000178999	protein_coding	aurora kinase B [Source:HGNC Symbol;Acc:11390]
0.0000000	1.8512208	0.987	0.463	0.0000000	4	HMGB2	ENSG00000164104	protein_coding	high mobility group box 2 [Source:HGNC Symbol;Acc:5000]
0.0000000	0.9961588	0.506	0.033	0.0000000	4	CCNB2	ENSG00000157456	protein_coding	cyclin B2 [Source:HGNC Symbol;Acc:1580]
0.0000000	0.8127606	0.455	0.026	0.0000000	4	NMU	ENSG00000109255	protein_coding	neuromedin U [Source:HGNC Symbol;Acc:7859]
0.0000000	1.1841606	0.636	0.080	0.0000000	4	TYMS	ENSG00000176890	protein_coding	thymidylate synthetase [Source:HGNC Symbol;Acc:12441]
0.0000000	0.6018782	0.481	0.032	0.0000000	4	TK1	ENSG00000167900	protein_coding	thymidine kinase 1, soluble [Source:HGNC Symbol;Acc:11830]
0.0000000	0.7727602	0.519	0.043	0.0000000	4	RAD51AP1	ENSG00000111247	protein_coding	RAD51 associated protein 1 [Source:HGNC Symbol;Acc:16956]
0.0000000	1.0145676	0.714	0.115	0.0000000	4	MAD2L1	ENSG00000164109	protein_coding	MAD2 mitotic arrest deficient-like 1 (yeast) [Source:HGNC Symbol;Acc:6763]
0.0000000	0.5654921	0.351	0.010	0.0000000	4	DLGAP5	ENSG00000126787	protein_coding	discs, large (Drosophila) homolog-associated protein 5 [Source:HGNC Symbol;Acc:16864]
0.0000000	0.5840053	0.403	0.019	0.0000000	4	NDC80	ENSG00000080986	protein_coding	NDC80 kinetochore complex component [Source:HGNC Symbol;Acc:16909]
0.0000000	0.6020842	0.377	0.014	0.0000000	4	CDC20	ENSG00000117399	protein_coding	cell division cycle 20 [Source:HGNC Symbol;Acc:1723]
0.0000000	1.3182705	0.896	0.279	0.0000000	4	CKS1B	ENSG00000173207	protein_coding	CDC28 protein kinase regulatory subunit 1B [Source:HGNC Symbol;Acc:19083]
0.0000000	1.3182705	0.896	0.279	0.0000000	4	CKS1B	ENSG00000268942	protein_coding	CDC28 protein kinase regulatory subunit 1B, isoform CRA_b; cDNA, FLJ92030, Homo sapiens CDC28 protein kinase regulatory subunit 1B (CKS1B),mRNA [Source:UniProtKB/TrEMBL;Acc:Q5T178]
0.0000000	1.1059271	1.000	0.946	0.0000000	4	HMGB1	ENSG00000189403	protein_coding	high mobility group box 1 [Source:HGNC Symbol;Acc:4983]
0.0000000	0.6796647	0.377	0.016	0.0000000	4	TROAP	ENSG00000135451	protein_coding	trophinin associated protein [Source:HGNC Symbol;Acc:12327]
0.0000000	1.2919140	1.000	0.809	0.0000000	4	H2AFZ	ENSG00000164032	protein_coding	H2A histone family, member Z [Source:HGNC Symbol;Acc:4741]
0.0000000	0.6114141	0.455	0.033	0.0000000	4	CENPM	ENSG00000100162	protein_coding	centromere protein M [Source:HGNC Symbol;Acc:18352]
0.0000000	0.6016639	0.312	0.006	0.0000000	4	CENPA	ENSG00000115163	protein_coding	centromere protein A [Source:HGNC Symbol;Acc:1851]
0.0000000	1.2802648	1.000	0.917	0.0000000	4	TUBA1B	ENSG00000123416	protein_coding	tubulin, alpha 1b [Source:HGNC Symbol;Acc:18809]
0.0000000	0.7011555	0.416	0.026	0.0000000	4	GTSE1	ENSG00000075218	protein_coding	G-2 and S-phase expressed 1 [Source:HGNC Symbol;Acc:13698]
0.0000000	0.5999124	0.377	0.019	0.0000000	4	CCNA2	ENSG00000145386	protein_coding	cyclin A2 [Source:HGNC Symbol;Acc:1578]
0.0000000	1.4269996	0.792	0.196	0.0000000	4	PTTG1	ENSG00000164611	protein_coding	pituitary tumor-transforming 1 [Source:HGNC Symbol;Acc:9690]
0.0000000	0.7652093	0.532	0.059	0.0000000	4	CENPK	ENSG00000123219	protein_coding	centromere protein K [Source:HGNC Symbol;Acc:29479]
0.0000000	1.0693503	0.753	0.163	0.0000000	4	SMC4	ENSG00000113810	protein_coding	structural maintenance of chromosomes 4 [Source:HGNC Symbol;Acc:14013]
0.0000000	0.6461648	0.390	0.026	0.0000000	4	RRM2	ENSG00000171848	protein_coding	ribonucleotide reductase M2 [Source:HGNC Symbol;Acc:10452]
0.0000000	0.5398126	0.377	0.024	0.0000000	4	TACC3	ENSG00000013810	protein_coding	transforming, acidic coiled-coil containing protein 3 [Source:HGNC Symbol;Acc:11524]
0.0000000	0.5697736	0.377	0.027	0.0000000	4	SGOL2	ENSG00000163535	protein_coding	shugoshin-like 2 (S. pombe) [Source:HGNC Symbol;Acc:30812]
0.0000000	0.6063061	0.377	0.027	0.0000000	4	CDCA3	ENSG00000111665	protein_coding	cell division cycle associated 3 [Source:HGNC Symbol;Acc:14624]
0.0000000	0.6094236	0.558	0.078	0.0000000	4	CCDC34	ENSG00000109881	protein_coding	coiled-coil domain containing 34 [Source:HGNC Symbol;Acc:25079]
0.0000000	0.6768280	0.506	0.065	0.0000000	4	CENPU	ENSG00000151725	protein_coding	centromere protein U [Source:HGNC Symbol;Acc:21348]
0.0000000	0.4745453	0.299	0.013	0.0000000	4	CENPW	ENSG00000203760	protein_coding	centromere protein W [Source:HGNC Symbol;Acc:21488]
0.0000000	0.6292382	0.364	0.027	0.0000000	4	MXD3	ENSG00000213347	protein_coding	MAX dimerization protein 3 [Source:HGNC Symbol;Acc:14008]
0.0000000	0.9300478	0.987	0.853	0.0000000	4	HMGN2	ENSG00000198830	protein_coding	high mobility group nucleosomal binding domain 2 [Source:HGNC Symbol;Acc:4986]
0.0000000	0.6547964	0.494	0.065	0.0000000	4	NCAPG	ENSG00000109805	protein_coding	non-SMC condensin I complex, subunit G [Source:HGNC Symbol;Acc:24304]
0.0000000	0.5010679	0.390	0.037	0.0000000	4	ECT2	ENSG00000114346	protein_coding	epithelial cell transforming sequence 2 oncogene [Source:HGNC Symbol;Acc:3155]
0.0000000	0.4719905	0.338	0.024	0.0000000	4	FOXM1	ENSG00000111206	protein_coding	forkhead box M1 [Source:HGNC Symbol;Acc:3818]
0.0000000	0.4727790	0.312	0.019	0.0000000	4	SPC24	ENSG00000161888	protein_coding	SPC24, NDC80 kinetochore complex component [Source:HGNC Symbol;Acc:26913]
0.0000000	2.3128629	0.909	0.628	0.0000000	4	HIST1H4C	ENSG00000197061	protein_coding	histone cluster 1, H4c [Source:HGNC Symbol;Acc:4787]
0.0000000	0.7036788	0.416	0.046	0.0000000	4	DHFR	ENSG00000228716	protein_coding	dihydrofolate reductase [Source:HGNC Symbol;Acc:2861]
0.0000000	1.0541390	0.403	0.045	0.0000000	4	CCNB1	ENSG00000134057	protein_coding	cyclin B1 [Source:HGNC Symbol;Acc:1579]
0.0000000	0.4823056	0.312	0.021	0.0000000	4	KIF23	ENSG00000137807	protein_coding	kinesin family member 23 [Source:HGNC Symbol;Acc:6392]
0.0000000	0.6318371	0.390	0.041	0.0000000	4	CLSPN	ENSG00000092853	protein_coding	claspin [Source:HGNC Symbol;Acc:19715]
0.0000000	0.5377122	0.260	0.011	0.0000000	4	KIF4A	ENSG00000090889	protein_coding	kinesin family member 4A [Source:HGNC Symbol;Acc:13339]
0.0000000	0.7896152	0.623	0.132	0.0000000	4	SMC2	ENSG00000136824	protein_coding	structural maintenance of chromosomes 2 [Source:HGNC Symbol;Acc:14011]
0.0000000	0.8995749	0.714	0.190	0.0000000	4	HMGB3	ENSG00000029993	protein_coding	high mobility group box 3 [Source:HGNC Symbol;Acc:5004]
0.0000000	0.9588790	0.662	0.169	0.0000000	4	RNASEH2A	ENSG00000104889	protein_coding	ribonuclease H2, subunit A [Source:HGNC Symbol;Acc:18518]
0.0000000	0.4917170	0.351	0.033	0.0000000	4	KIF11	ENSG00000138160	protein_coding	kinesin family member 11 [Source:HGNC Symbol;Acc:6388]
0.0000000	0.4448351	0.312	0.027	0.0000000	4	CDC6	ENSG00000094804	protein_coding	cell division cycle 6 [Source:HGNC Symbol;Acc:1744]
0.0000000	0.7382579	0.597	0.131	0.0000000	4	ITGB3BP	ENSG00000142856	protein_coding	integrin beta 3 binding protein (beta3-endonexin) [Source:HGNC Symbol;Acc:6157]
0.0000000	1.0372972	0.675	0.188	0.0000000	4	KPNA2	ENSG00000182481	protein_coding	karyopherin alpha 2 (RAG cohort 1, importin alpha 1) [Source:HGNC Symbol;Acc:6395]
0.0000000	0.9606485	0.714	0.204	0.0000000	4	CKAP2	ENSG00000136108	protein_coding	cytoskeleton associated protein 2 [Source:HGNC Symbol;Acc:1990]
0.0000000	0.4316654	0.260	0.016	0.0000000	4	CEP152	ENSG00000103995	protein_coding	centrosomal protein 152kDa [Source:HGNC Symbol;Acc:29298]
0.0000000	0.7452807	0.494	0.088	0.0000000	4	CENPH	ENSG00000153044	protein_coding	centromere protein H [Source:HGNC Symbol;Acc:17268]
0.0000000	0.4232862	0.260	0.016	0.0000000	4	ARHGAP11B	ENSG00000187951	protein_coding	Rho GTPase activating protein 11B [Source:HGNC Symbol;Acc:15782]
0.0000000	0.6048854	0.468	0.078	0.0000000	4	ATAD2	ENSG00000156802	protein_coding	ATPase family, AAA domain containing 2 [Source:HGNC Symbol;Acc:30123]
0.0000000	0.5014327	0.273	0.019	0.0000000	4	ARHGAP11A	ENSG00000198826	protein_coding	Rho GTPase activating protein 11A [Source:HGNC Symbol;Acc:15783]
0.0000000	1.0939504	0.857	0.391	0.0000000	4	CKS2	ENSG00000123975	protein_coding	CDC28 protein kinase regulatory subunit 2 [Source:HGNC Symbol;Acc:2000]
0.0000000	0.8047543	0.688	0.203	0.0000000	4	DTYMK	ENSG00000168393	protein_coding	deoxythymidylate kinase (thymidylate kinase) [Source:HGNC Symbol;Acc:3061]
0.0000000	0.3848405	0.260	0.018	0.0000000	4	KIF15	ENSG00000163808	protein_coding	kinesin family member 15 [Source:HGNC Symbol;Acc:17273]
0.0000000	0.3847685	0.312	0.030	0.0000000	4	FBXO5	ENSG00000112029	protein_coding	F-box protein 5 [Source:HGNC Symbol;Acc:13584]
0.0000000	0.4180604	0.325	0.033	0.0000000	4	BRCA1	ENSG00000012048	protein_coding	breast cancer 1, early onset [Source:HGNC Symbol;Acc:1100]
0.0000000	0.4259566	0.325	0.033	0.0000000	4	RTKN2	ENSG00000182010	protein_coding	rhotekin 2 [Source:HGNC Symbol;Acc:19364]
0.0000000	0.7626052	0.649	0.169	0.0000000	4	DDX39A	ENSG00000123136	protein_coding	DEAD (Asp-Glu-Ala-Asp) box polypeptide 39A [Source:HGNC Symbol;Acc:17821]
0.0000000	0.5531789	0.377	0.051	0.0000000	4	ORC6	ENSG00000091651	protein_coding	origin recognition complex, subunit 6 [Source:HGNC Symbol;Acc:17151]
0.0000000	0.6316306	0.623	0.150	0.0000000	4	ACYP1	ENSG00000119640	protein_coding	acylphosphatase 1, erythrocyte (common) type [Source:HGNC Symbol;Acc:179]
0.0000000	0.8036721	0.584	0.137	0.0000000	4	HELLS	ENSG00000119969	protein_coding	helicase, lymphoid-specific [Source:HGNC Symbol;Acc:4861]
0.0000000	0.3698073	0.260	0.019	0.0000000	4	FANCA	ENSG00000187741	protein_coding	Fanconi anemia, complementation group A [Source:HGNC Symbol;Acc:3582]
0.0000000	0.3901835	0.325	0.037	0.0000000	4	CENPN	ENSG00000166451	protein_coding	centromere protein N [Source:HGNC Symbol;Acc:30873]
0.0000000	0.8119746	0.961	0.740	0.0000000	4	TUBB	ENSG00000196230	protein_coding	tubulin, beta class I [Source:HGNC Symbol;Acc:20778]
0.0000000	0.3985925	0.260	0.021	0.0000000	4	GPSM2	ENSG00000121957	protein_coding	G-protein signaling modulator 2 [Source:HGNC Symbol;Acc:29501]
0.0000000	0.3481147	0.273	0.024	0.0000000	4	PRR11	ENSG00000068489	protein_coding	proline rich 11 [Source:HGNC Symbol;Acc:25619]
0.0000000	0.6601236	0.429	0.075	0.0000000	4	TMSB15A	ENSG00000158164	protein_coding	thymosin beta 15a [Source:HGNC Symbol;Acc:30744]
0.0000000	0.6866266	0.532	0.126	0.0000000	4	ASRGL1	ENSG00000162174	protein_coding	asparaginase like 1 [Source:HGNC Symbol;Acc:16448]
0.0000000	0.5130146	0.455	0.089	0.0000000	4	SAC3D1	ENSG00000168061	protein_coding	SAC3 domain containing 1 [Source:HGNC Symbol;Acc:30179]
0.0000000	0.4965498	0.273	0.029	0.0000000	4	APOLD1	ENSG00000178878	protein_coding	apolipoprotein L domain containing 1 [Source:HGNC Symbol;Acc:25268]
0.0000000	0.3251972	0.325	0.043	0.0000000	4	RARRES2	ENSG00000106538	protein_coding	retinoic acid receptor responder (tazarotene induced) 2 [Source:HGNC Symbol;Acc:9868]
0.0000000	0.6555817	0.961	0.718	0.0000000	4	RAN	ENSG00000132341	protein_coding	RAN, member RAS oncogene family [Source:HGNC Symbol;Acc:9846]
0.0000000	0.9392542	0.636	0.223	0.0000000	4	PCNA	ENSG00000132646	protein_coding	proliferating cell nuclear antigen [Source:HGNC Symbol;Acc:8729]
0.0000000	0.4404738	0.338	0.049	0.0000000	4	KIAA1524	ENSG00000163507	protein_coding	KIAA1524 [Source:HGNC Symbol;Acc:29302]
0.0000000	0.4910517	0.649	0.195	0.0000000	4	PTN	ENSG00000105894	protein_coding	pleiotrophin [Source:HGNC Symbol;Acc:9630]
0.0000000	0.4457648	0.351	0.054	0.0000000	4	HIST2H2AC	ENSG00000184260	protein_coding	histone cluster 2, H2ac [Source:HGNC Symbol;Acc:4738]
0.0000000	0.7252492	0.805	0.324	0.0000000	4	PAFAH1B3	ENSG00000079462	protein_coding	platelet-activating factor acetylhydrolase 1b, catalytic subunit 3 (29kDa) [Source:HGNC Symbol;Acc:8576]
0.0000000	0.4334424	0.286	0.037	0.0000000	4	RMI2	ENSG00000175643	protein_coding	RecQ mediated genome instability 2 [Source:HGNC Symbol;Acc:28349]
0.0000000	0.4020278	0.260	0.029	0.0000000	4	NCAPD2	ENSG00000010292	protein_coding	non-SMC condensin I complex, subunit D2 [Source:HGNC Symbol;Acc:24305]
0.0000000	0.6908225	0.675	0.230	0.0000000	4	USP1	ENSG00000162607	protein_coding	ubiquitin specific peptidase 1 [Source:HGNC Symbol;Acc:12607]
0.0000000	0.2906908	0.260	0.029	0.0000000	4	CCDC18	ENSG00000122483	protein_coding	coiled-coil domain containing 18 [Source:HGNC Symbol;Acc:30370]
0.0000000	0.3781621	0.260	0.030	0.0000000	4	ASF1B	ENSG00000105011	protein_coding	anti-silencing function 1B histone chaperone [Source:HGNC Symbol;Acc:20996]
0.0000000	0.4714653	0.442	0.094	0.0000000	4	LMNB1	ENSG00000113368	protein_coding	lamin B1 [Source:HGNC Symbol;Acc:6637]
0.0000000	0.5750807	0.390	0.078	0.0000000	4	HIST1H1D	ENSG00000124575	protein_coding	histone cluster 1, H1d [Source:HGNC Symbol;Acc:4717]
0.0000000	0.5667167	1.000	0.837	0.0000000	4	HNRNPA2B1	ENSG00000122566	protein_coding	heterogeneous nuclear ribonucleoprotein A2/B1 [Source:HGNC Symbol;Acc:5033]
0.0000000	0.5811855	0.455	0.110	0.0000000	4	RFC3	ENSG00000133119	protein_coding	replication factor C (activator 1) 3, 38kDa [Source:HGNC Symbol;Acc:9971]
0.0000000	0.8402588	0.883	0.633	0.0000000	4	DUT	ENSG00000128951	protein_coding	deoxyuridine triphosphatase [Source:HGNC Symbol;Acc:3078]
0.0000000	0.6527464	0.870	0.470	0.0000000	4	LDHA	ENSG00000134333	protein_coding	lactate dehydrogenase A [Source:HGNC Symbol;Acc:6535]
0.0000000	0.4862151	0.416	0.093	0.0000000	4	C12orf75	ENSG00000235162	protein_coding	chromosome 12 open reading frame 75 [Source:HGNC Symbol;Acc:35164]
0.0000000	0.3831771	0.312	0.053	0.0000000	4	FUZ	ENSG00000010361	protein_coding	fuzzy planar cell polarity protein [Source:HGNC Symbol;Acc:26219]
0.0000000	0.6977865	0.896	0.641	0.0000000	4	TUBB4B	ENSG00000188229	protein_coding	tubulin, beta 4B class IVb [Source:HGNC Symbol;Acc:20771]
0.0000000	0.6850230	0.416	0.102	0.0000000	4	CRNDE	ENSG00000245694	lincRNA	colorectal neoplasia differentially expressed (non-protein coding) [Source:HGNC Symbol;Acc:37078]
0.0000000	0.6032496	0.948	0.781	0.0000000	4	NUCKS1	ENSG00000069275	protein_coding	nuclear casein kinase and cyclin-dependent kinase substrate 1 [Source:HGNC Symbol;Acc:29923]
0.0000000	0.3516993	1.000	1.000	0.0000000	4	PTMA	ENSG00000187514	protein_coding	prothymosin, alpha [Source:HGNC Symbol;Acc:9623]
0.0000000	0.5744687	0.662	0.228	0.0000000	4	RPA3	ENSG00000106399	protein_coding	replication protein A3, 14kDa [Source:HGNC Symbol;Acc:10291]
0.0000000	0.5085028	1.000	0.963	0.0000000	4	STMN1	ENSG00000117632	protein_coding	stathmin 1 [Source:HGNC Symbol;Acc:6510]
0.0000000	0.6468656	0.597	0.209	0.0000000	4	TMPO	ENSG00000120802	protein_coding	thymopoietin [Source:HGNC Symbol;Acc:11875]
0.0000000	0.4473310	0.338	0.065	0.0000000	4	CDCA4	ENSG00000170779	protein_coding	cell division cycle associated 4 [Source:HGNC Symbol;Acc:14625]
0.0000000	0.4678486	0.260	0.038	0.0000000	4	CCNE2	ENSG00000175305	protein_coding	cyclin E2 [Source:HGNC Symbol;Acc:1590]
0.0000000	0.5359171	0.468	0.126	0.0000000	4	COMMD4	ENSG00000140365	protein_coding	COMM domain containing 4 [Source:HGNC Symbol;Acc:26027]
0.0000000	0.5265930	0.455	0.121	0.0000000	4	H2AFX	ENSG00000188486	protein_coding	H2A histone family, member X [Source:HGNC Symbol;Acc:4739]
0.0000000	0.7466898	0.857	0.671	0.0000000	4	RANBP1	ENSG00000099901	protein_coding	RAN binding protein 1 [Source:HGNC Symbol;Acc:9847]
0.0000000	0.4432256	0.403	0.093	0.0000000	4	RRM1	ENSG00000167325	protein_coding	ribonucleotide reductase M1 [Source:HGNC Symbol;Acc:10451]
0.0000000	0.5787524	0.896	0.536	0.0000000	4	H2AFY	ENSG00000113648	protein_coding	H2A histone family, member Y [Source:HGNC Symbol;Acc:4740]
0.0000000	0.4278733	0.299	0.054	0.0000000	4	PRIM1	ENSG00000198056	protein_coding	primase, DNA, polypeptide 1 (49kDa) [Source:HGNC Symbol;Acc:9369]
0.0000000	0.4438988	0.545	0.167	0.0000000	4	HIST1H1C	ENSG00000187837	protein_coding	histone cluster 1, H1c [Source:HGNC Symbol;Acc:4716]
0.0000000	0.4143821	0.390	0.089	0.0000000	4	DBF4	ENSG00000006634	protein_coding	DBF4 homolog (S. cerevisiae) [Source:HGNC Symbol;Acc:17364]
0.0000000	0.5697608	0.792	0.378	0.0000000	4	GGH	ENSG00000137563	protein_coding	gamma-glutamyl hydrolase (conjugase, folylpolygammaglutamyl hydrolase) [Source:HGNC Symbol;Acc:4248]
0.0000000	0.3961010	0.351	0.073	0.0000000	4	TUBB6	ENSG00000176014	protein_coding	tubulin, beta 6 class V [Source:HGNC Symbol;Acc:20776]
0.0000000	0.3954317	0.429	0.110	0.0000000	4	HMGN5	ENSG00000198157	protein_coding	high mobility group nucleosome binding domain 5 [Source:HGNC Symbol;Acc:8013]
0.0000000	0.4286919	0.558	0.174	0.0000000	4	IDH2	ENSG00000182054	protein_coding	isocitrate dehydrogenase 2 (NADP+), mitochondrial [Source:HGNC Symbol;Acc:5383]
0.0000000	0.5383290	0.805	0.362	0.0000000	4	RAD21	ENSG00000164754	protein_coding	RAD21 homolog (S. pombe) [Source:HGNC Symbol;Acc:9811]
0.0000000	0.4823063	0.701	0.271	0.0000000	4	CKLF	ENSG00000217555	protein_coding	chemokine-like factor [Source:HGNC Symbol;Acc:13253]
0.0000000	0.4216696	1.000	0.944	0.0000000	4	GAPDH	ENSG00000111640	protein_coding	glyceraldehyde-3-phosphate dehydrogenase [Source:HGNC Symbol;Acc:4141]
0.0000000	0.3811269	0.260	0.043	0.0000000	4	PSMC3IP	ENSG00000131470	protein_coding	PSMC3 interacting protein [Source:HGNC Symbol;Acc:17928]
0.0000000	0.3097585	0.325	0.067	0.0000000	4	DSN1	ENSG00000149636	protein_coding	DSN1, MIS12 kinetochore complex component [Source:HGNC Symbol;Acc:16165]
0.0000000	0.4937224	0.571	0.195	0.0000000	4	TMEM97	ENSG00000109084	protein_coding	transmembrane protein 97 [Source:HGNC Symbol;Acc:28106]
0.0000000	0.4667663	0.403	0.104	0.0000000	4	UCP2	ENSG00000175567	protein_coding	uncoupling protein 2 (mitochondrial, proton carrier) [Source:HGNC Symbol;Acc:12518]
0.0000000	0.4311499	0.286	0.056	0.0000000	4	C21orf58	ENSG00000160298	protein_coding	chromosome 21 open reading frame 58 [Source:HGNC Symbol;Acc:1300]
0.0000000	0.3713357	0.312	0.065	0.0000000	4	RCCD1	ENSG00000166965	protein_coding	RCC1 domain containing 1 [Source:HGNC Symbol;Acc:30457]
0.0000000	0.5693650	0.792	0.431	0.0000000	4	ANP32B	ENSG00000136938	protein_coding	acidic (leucine-rich) nuclear phosphoprotein 32 family, member B [Source:HGNC Symbol;Acc:16677]
0.0000000	0.3946899	0.377	0.094	0.0000000	4	NFIB	ENSG00000147862	protein_coding	nuclear factor I/B [Source:HGNC Symbol;Acc:7785]
0.0000000	0.4598581	0.351	0.083	0.0000000	4	KNSTRN	ENSG00000128944	protein_coding	kinetochore-localized astrin/SPAG5 binding protein [Source:HGNC Symbol;Acc:30767]
0.0000000	0.4301038	0.468	0.142	0.0000001	4	MIS18BP1	ENSG00000129534	protein_coding	MIS18 binding protein 1 [Source:HGNC Symbol;Acc:20190]
0.0000000	0.4032162	0.403	0.105	0.0000001	4	SAE1	ENSG00000142230	protein_coding	SUMO1 activating enzyme subunit 1 [Source:HGNC Symbol;Acc:30660]
0.0000000	0.4768277	0.558	0.191	0.0000001	4	PHGDH	ENSG00000092621	protein_coding	phosphoglycerate dehydrogenase [Source:HGNC Symbol;Acc:8923]
0.0000000	0.3338123	0.260	0.046	0.0000001	4	LIG1	ENSG00000105486	protein_coding	ligase I, DNA, ATP-dependent [Source:HGNC Symbol;Acc:6598]
0.0000000	0.4428620	0.403	0.112	0.0000001	4	MGST1	ENSG00000008394	protein_coding	microsomal glutathione S-transferase 1 [Source:HGNC Symbol;Acc:7061]
0.0000000	0.4054308	0.571	0.201	0.0000001	4	PSAT1	ENSG00000135069	protein_coding	phosphoserine aminotransferase 1 [Source:HGNC Symbol;Acc:19129]
0.0000000	0.5122533	0.403	0.115	0.0000001	4	GINS2	ENSG00000131153	protein_coding	GINS complex subunit 2 (Psf2 homolog) [Source:HGNC Symbol;Acc:24575]
0.0000000	0.5301049	0.818	0.470	0.0000001	4	LSM5	ENSG00000106355	protein_coding	LSM5 homolog, U6 small nuclear RNA associated (S. cerevisiae) [Source:HGNC Symbol;Acc:17162]
0.0000000	0.4044499	0.286	0.059	0.0000002	4	POLD3	ENSG00000077514	protein_coding	polymerase (DNA-directed), delta 3, accessory subunit [Source:HGNC Symbol;Acc:20932]
0.0000000	0.3486009	0.260	0.049	0.0000003	4	WDR76	ENSG00000092470	protein_coding	WD repeat domain 76 [Source:HGNC Symbol;Acc:25773]
0.0000000	0.3513316	0.468	0.142	0.0000004	4	DNAJC9	ENSG00000213551	protein_coding	DnaJ (Hsp40) homolog, subfamily C, member 9 [Source:HGNC Symbol;Acc:19123]
0.0000000	0.4524360	0.351	0.089	0.0000004	4	KIF20B	ENSG00000138182	protein_coding	kinesin family member 20B [Source:HGNC Symbol;Acc:7212]
0.0000000	0.5087665	0.870	0.506	0.0000005	4	PSIP1	ENSG00000164985	protein_coding	PC4 and SFRS1 interacting protein 1 [Source:HGNC Symbol;Acc:9527]
0.0000000	0.4222829	0.558	0.204	0.0000006	4	PBRM1	ENSG00000163939	protein_coding	polybromo 1 [Source:HGNC Symbol;Acc:30064]
0.0000000	0.3989530	0.545	0.195	0.0000008	4	SYNE2	ENSG00000054654	protein_coding	spectrin repeat containing, nuclear envelope 2 [Source:HGNC Symbol;Acc:17084]
0.0000000	0.3098428	0.299	0.065	0.0000008	4	PSRC1	ENSG00000134222	protein_coding	proline/serine-rich coiled-coil 1 [Source:HGNC Symbol;Acc:24472]
0.0000000	0.3910261	0.364	0.094	0.0000009	4	VRK1	ENSG00000100749	protein_coding	vaccinia related kinase 1 [Source:HGNC Symbol;Acc:12718]
0.0000000	0.4073279	0.364	0.100	0.0000009	4	TEX30	ENSG00000151287	protein_coding	testis expressed 30 [Source:HGNC Symbol;Acc:25188]
0.0000000	0.4587454	0.338	0.086	0.0000009	4	RFC4	ENSG00000163918	protein_coding	replication factor C (activator 1) 4, 37kDa [Source:HGNC Symbol;Acc:9972]
0.0000000	0.4868791	0.766	0.378	0.0000009	4	FDPS	ENSG00000160752	protein_coding	farnesyl diphosphate synthase [Source:HGNC Symbol;Acc:3631]
0.0000000	0.6144972	0.597	0.266	0.0000010	4	UBE2S	ENSG00000108106	protein_coding	ubiquitin-conjugating enzyme E2S [Source:HGNC Symbol;Acc:17895]
0.0000000	0.4601527	0.948	0.863	0.0000015	4	PPIA	ENSG00000196262	protein_coding	peptidylprolyl isomerase A (cyclophilin A) [Source:HGNC Symbol;Acc:9253]
0.0000000	0.4699318	0.390	0.120	0.0000019	4	PXMP2	ENSG00000176894	protein_coding	peroxisomal membrane protein 2, 22kDa [Source:HGNC Symbol;Acc:9716]
0.0000000	0.3403624	0.987	0.923	0.0000023	4	HINT1	ENSG00000169567	protein_coding	histidine triad nucleotide binding protein 1 [Source:HGNC Symbol;Acc:4912]
0.0000000	0.3348208	0.468	0.148	0.0000024	4	RAD51C	ENSG00000108384	protein_coding	RAD51 paralog C [Source:HGNC Symbol;Acc:9820]
0.0000000	0.3789197	0.338	0.089	0.0000034	4	RFC2	ENSG00000049541	protein_coding	replication factor C (activator 1) 2, 40kDa [Source:HGNC Symbol;Acc:9970]
0.0000000	0.3325279	0.312	0.075	0.0000035	4	EZH2	ENSG00000106462	protein_coding	enhancer of zeste homolog 2 (Drosophila) [Source:HGNC Symbol;Acc:3527]
0.0000000	0.5305573	0.857	0.571	0.0000037	4	SNRPD1	ENSG00000167088	protein_coding	small nuclear ribonucleoprotein D1 polypeptide 16kDa [Source:HGNC Symbol;Acc:11158]
0.0000000	0.5569127	0.805	0.437	0.0000038	4	HP1BP3	ENSG00000127483	protein_coding	heterochromatin protein 1, binding protein 3 [Source:HGNC Symbol;Acc:24973]
0.0000000	0.4642648	0.481	0.171	0.0000044	4	TUBG1	ENSG00000131462	protein_coding	tubulin, gamma 1 [Source:HGNC Symbol;Acc:12417]
0.0000000	0.6087530	0.714	0.370	0.0000049	4	PSMC3	ENSG00000165916	protein_coding	proteasome (prosome, macropain) 26S subunit, ATPase, 3 [Source:HGNC Symbol;Acc:9549]
0.0000000	0.3388903	0.273	0.059	0.0000054	4	LBR	ENSG00000143815	protein_coding	lamin B receptor [Source:HGNC Symbol;Acc:6518]
0.0000000	0.5381776	0.558	0.230	0.0000056	4	MZT1	ENSG00000204899	protein_coding	mitotic spindle organizing protein 1 [Source:HGNC Symbol;Acc:33830]
0.0000000	0.4309472	0.390	0.121	0.0000061	4	PRTFDC1	ENSG00000099256	protein_coding	phosphoribosyl transferase domain containing 1 [Source:HGNC Symbol;Acc:23333]
0.0000000	0.3956200	0.987	0.935	0.0000062	4	HSP90AA1	ENSG00000080824	protein_coding	heat shock protein 90kDa alpha (cytosolic), class A member 1 [Source:HGNC Symbol;Acc:5253]
0.0000000	0.3678268	0.286	0.067	0.0000066	4	BARD1	ENSG00000138376	protein_coding	BRCA1 associated RING domain 1 [Source:HGNC Symbol;Acc:952]
0.0000000	0.5621123	0.727	0.375	0.0000066	4	ANP32E	ENSG00000143401	protein_coding	acidic (leucine-rich) nuclear phosphoprotein 32 family, member E [Source:HGNC Symbol;Acc:16673]
0.0000000	0.5628850	0.649	0.327	0.0000068	4	BUB3	ENSG00000154473	protein_coding	BUB3 mitotic checkpoint protein [Source:HGNC Symbol;Acc:1151]
0.0000000	0.3568404	0.338	0.093	0.0000071	4	MCM3	ENSG00000112118	protein_coding	minichromosome maintenance complex component 3 [Source:HGNC Symbol;Acc:6945]
0.0000000	0.4673498	0.948	0.703	0.0000073	4	SNRPG	ENSG00000143977	protein_coding	small nuclear ribonucleoprotein polypeptide G [Source:HGNC Symbol;Acc:11163]
0.0000000	0.3346876	0.377	0.108	0.0000075	4	NT5DC2	ENSG00000168268	protein_coding	5’-nucleotidase domain containing 2 [Source:HGNC Symbol;Acc:25717]
0.0000000	0.3674084	1.000	0.943	0.0000081	4	YBX1	ENSG00000065978	protein_coding	Y box binding protein 1 [Source:HGNC Symbol;Acc:8014]
0.0000000	0.3856924	0.364	0.107	0.0000097	4	SEPT10	ENSG00000186522	protein_coding	septin 10 [Source:HGNC Symbol;Acc:14349]
0.0000000	0.4659322	0.727	0.364	0.0000119	4	PTPLAD1	ENSG00000074696	protein_coding	protein tyrosine phosphatase-like A domain containing 1 [Source:HGNC Symbol;Acc:24175]
0.0000000	0.5014559	0.805	0.437	0.0000131	4	CENPV	ENSG00000166582	protein_coding	centromere protein V [Source:HGNC Symbol;Acc:29920]
0.0000000	0.4301510	0.519	0.201	0.0000171	4	WDR34	ENSG00000119333	protein_coding	WD repeat domain 34 [Source:HGNC Symbol;Acc:28296]
0.0000000	0.5523056	0.753	0.383	0.0000233	4	SMC3	ENSG00000108055	protein_coding	structural maintenance of chromosomes 3 [Source:HGNC Symbol;Acc:2468]
0.0000000	0.2517184	0.286	0.070	0.0000414	4	NUDT15	ENSG00000136159	protein_coding	nudix (nucleoside diphosphate linked moiety X)-type motif 15 [Source:HGNC Symbol;Acc:23063]
0.0000000	0.3744017	0.519	0.193	0.0000465	4	FEN1	ENSG00000168496	protein_coding	flap structure-specific endonuclease 1 [Source:HGNC Symbol;Acc:3650]
0.0000000	0.4436271	0.909	0.617	0.0000527	4	HNRNPA3	ENSG00000170144	protein_coding	heterogeneous nuclear ribonucleoprotein A3 [Source:HGNC Symbol;Acc:24941]
0.0000000	0.4695391	0.883	0.592	0.0000538	4	MINOS1	ENSG00000173436	protein_coding	mitochondrial inner membrane organizing system 1 [Source:HGNC Symbol;Acc:32068]
0.0000000	0.4409651	0.688	0.324	0.0000546	4	PRKDC	ENSG00000253729	protein_coding	protein kinase, DNA-activated, catalytic polypeptide [Source:HGNC Symbol;Acc:9413]
0.0000000	0.3283853	0.403	0.128	0.0000557	4	WDR54	ENSG00000005448	protein_coding	WD repeat domain 54 [Source:HGNC Symbol;Acc:25770]
0.0000000	0.3728153	0.558	0.228	0.0000610	4	CARHSP1	ENSG00000153048	protein_coding	calcium regulated heat stable protein 1, 24kDa [Source:HGNC Symbol;Acc:17150]
0.0000000	0.2915040	0.519	0.188	0.0000645	4	HPRT1	ENSG00000165704	protein_coding	hypoxanthine phosphoribosyltransferase 1 [Source:HGNC Symbol;Acc:5157]
0.0000000	0.4770713	0.779	0.455	0.0000859	4	VDAC3	ENSG00000078668	protein_coding	voltage-dependent anion channel 3 [Source:HGNC Symbol;Acc:12674]
0.0000000	0.4300834	0.636	0.290	0.0000902	4	ODC1	ENSG00000115758	protein_coding	ornithine decarboxylase 1 [Source:HGNC Symbol;Acc:8109]
0.0000000	0.8965551	0.935	0.823	0.0001077	4	ARL6IP1	ENSG00000170540	protein_coding	ADP-ribosylation factor-like 6 interacting protein 1 [Source:HGNC Symbol;Acc:697]
0.0000000	0.3950657	0.922	0.675	0.0001080	4	FUS	ENSG00000089280	protein_coding	fused in sarcoma [Source:HGNC Symbol;Acc:4010]
0.0000000	0.2835540	0.364	0.112	0.0001109	4	MPHOSPH9	ENSG00000051825	protein_coding	M-phase phosphoprotein 9 [Source:HGNC Symbol;Acc:7215]
0.0000000	0.5466224	0.623	0.319	0.0001239	4	DEK	ENSG00000124795	protein_coding	DEK oncogene [Source:HGNC Symbol;Acc:2768]
0.0000000	0.3726913	0.494	0.195	0.0001573	4	RUVBL2	ENSG00000183207	protein_coding	RuvB-like AAA ATPase 2 [Source:HGNC Symbol;Acc:10475]
0.0000000	0.3446577	0.442	0.159	0.0001785	4	ACOT7	ENSG00000097021	protein_coding	acyl-CoA thioesterase 7 [Source:HGNC Symbol;Acc:24157]
0.0000000	0.3288812	0.377	0.124	0.0002239	4	H1FX	ENSG00000184897	protein_coding	H1 histone family, member X [Source:HGNC Symbol;Acc:4722]
0.0000000	0.3820281	0.688	0.325	0.0002774	4	NUDT1	ENSG00000106268	protein_coding	nudix (nucleoside diphosphate linked moiety X)-type motif 1 [Source:HGNC Symbol;Acc:8048]
0.0000000	0.3314324	0.416	0.144	0.0002880	4	C19orf48	ENSG00000167747	protein_coding	chromosome 19 open reading frame 48 [Source:HGNC Symbol;Acc:29667]
0.0000000	0.4725371	0.597	0.278	0.0003295	4	NUDCD2	ENSG00000170584	protein_coding	NudC domain containing 2 [Source:HGNC Symbol;Acc:30535]
0.0000000	0.4462656	0.688	0.354	0.0003546	4	BTG3	ENSG00000154640	protein_coding	BTG family, member 3 [Source:HGNC Symbol;Acc:1132]
0.0000000	0.4134021	0.662	0.317	0.0003862	4	RBBP7	ENSG00000102054	protein_coding	retinoblastoma binding protein 7 [Source:HGNC Symbol;Acc:9890]
0.0000000	0.3224995	0.325	0.100	0.0004026	4	CUL3	ENSG00000036257	protein_coding	cullin 3 [Source:HGNC Symbol;Acc:2553]
0.0000000	0.4257698	0.896	0.604	0.0004264	4	PTGES3	ENSG00000110958	protein_coding	prostaglandin E synthase 3 (cytosolic) [Source:HGNC Symbol;Acc:16049]
0.0000000	0.3864202	0.390	0.139	0.0004302	4	HADH	ENSG00000138796	protein_coding	hydroxyacyl-CoA dehydrogenase [Source:HGNC Symbol;Acc:4799]
0.0000000	0.2744991	0.338	0.102	0.0004432	4	PPIH	ENSG00000171960	protein_coding	peptidylprolyl isomerase H (cyclophilin H) [Source:HGNC Symbol;Acc:14651]
0.0000000	0.2635819	0.351	0.108	0.0004577	4	G2E3	ENSG00000092140	protein_coding	G2/M-phase specific E3 ubiquitin protein ligase [Source:HGNC Symbol;Acc:20338]
0.0000000	0.3262033	0.987	0.915	0.0004609	4	SUMO2	ENSG00000188612	protein_coding	small ubiquitin-like modifier 2 [Source:HGNC Symbol;Acc:11125]
0.0000000	0.2682389	0.338	0.104	0.0006519	4	SMCHD1	ENSG00000101596	protein_coding	structural maintenance of chromosomes flexible hinge domain containing 1 [Source:HGNC Symbol;Acc:29090]
0.0000000	0.4746018	0.740	0.442	0.0006524	4	RHEB	ENSG00000106615	protein_coding	Ras homolog enriched in brain [Source:HGNC Symbol;Acc:10011]
0.0000000	0.4210201	0.610	0.284	0.0006965	4	C3orf14	ENSG00000114405	protein_coding	chromosome 3 open reading frame 14 [Source:HGNC Symbol;Acc:25024]
0.0000000	0.2999477	0.377	0.129	0.0007052	4	CMC2	ENSG00000103121	protein_coding	C-x(9)-C motif containing 2 [Source:HGNC Symbol;Acc:24447]
0.0000000	0.4293528	0.935	0.724	0.0007552	4	COX8A	ENSG00000176340	protein_coding	cytochrome c oxidase subunit VIIIA (ubiquitous) [Source:HGNC Symbol;Acc:2294]
0.0000001	0.2834918	0.377	0.128	0.0008175	4	MRPL17	ENSG00000158042	protein_coding	mitochondrial ribosomal protein L17 [Source:HGNC Symbol;Acc:14053]
0.0000001	0.5239332	0.610	0.306	0.0008644	4	NASP	ENSG00000132780	protein_coding	nuclear autoantigenic sperm protein (histone-binding) [Source:HGNC Symbol;Acc:7644]
0.0000001	0.4691480	0.494	0.220	0.0009028	4	FADS1	ENSG00000149485	protein_coding	fatty acid desaturase 1 [Source:HGNC Symbol;Acc:3574]
0.0000001	0.3147579	0.273	0.077	0.0009449	4	CKAP5	ENSG00000175216	protein_coding	cytoskeleton associated protein 5 [Source:HGNC Symbol;Acc:28959]
0.0000001	0.3395391	0.961	0.836	0.0009524	4	HMGN1	ENSG00000205581	protein_coding	high mobility group nucleosome binding domain 1 [Source:HGNC Symbol;Acc:4984]
0.0000001	0.3417388	0.545	0.242	0.0009924	4	UQCC2	ENSG00000137288	protein_coding	ubiquinol-cytochrome c reductase complex assembly factor 2 [Source:HGNC Symbol;Acc:21237]
0.0000001	0.4418985	0.805	0.510	0.0011189	4	SNRPB	ENSG00000125835	protein_coding	small nuclear ribonucleoprotein polypeptides B and B1 [Source:HGNC Symbol;Acc:11153]
0.0000001	0.2712248	0.325	0.102	0.0011699	4	PIK3R3	ENSG00000117461	protein_coding	phosphoinositide-3-kinase, regulatory subunit 3 (gamma) [Source:HGNC Symbol;Acc:8981]
0.0000001	0.4103474	0.727	0.380	0.0012252	4	XRCC6	ENSG00000196419	protein_coding	X-ray repair complementing defective repair in Chinese hamster cells 6 [Source:HGNC Symbol;Acc:4055]
0.0000001	0.4311498	0.779	0.459	0.0012372	4	HNRNPD	ENSG00000138668	protein_coding	heterogeneous nuclear ribonucleoprotein D (AU-rich element RNA binding protein 1, 37kDa) [Source:HGNC Symbol;Acc:5036]
0.0000001	0.5254234	0.636	0.340	0.0012944	4	SIVA1	ENSG00000184990	protein_coding	SIVA1, apoptosis-inducing factor [Source:HGNC Symbol;Acc:17712]
0.0000001	0.3719623	0.416	0.159	0.0013760	4	UFD1L	ENSG00000070010	protein_coding	ubiquitin fusion degradation 1 like (yeast) [Source:HGNC Symbol;Acc:12520]
0.0000001	0.3071082	0.377	0.132	0.0013883	4	NUP62	ENSG00000213024	protein_coding	nucleoporin 62kDa [Source:HGNC Symbol;Acc:8066]
0.0000001	0.4048028	0.468	0.195	0.0014106	4	ACTL6A	ENSG00000136518	protein_coding	actin-like 6A [Source:HGNC Symbol;Acc:24124]
0.0000001	0.3095591	0.273	0.078	0.0014516	4	CCDC109B	ENSG00000005059	protein_coding	coiled-coil domain containing 109B [Source:HGNC Symbol;Acc:26076]
0.0000001	0.3336030	0.662	0.311	0.0016246	4	TIMM10	ENSG00000134809	protein_coding	translocase of inner mitochondrial membrane 10 homolog (yeast) [Source:HGNC Symbol;Acc:11814]
0.0000001	0.2713266	0.532	0.214	0.0016841	4	SSRP1	ENSG00000149136	protein_coding	structure specific recognition protein 1 [Source:HGNC Symbol;Acc:11327]
0.0000001	0.4034983	0.688	0.375	0.0018828	4	KPNB1	ENSG00000108424	protein_coding	karyopherin (importin) beta 1 [Source:HGNC Symbol;Acc:6400]
0.0000002	0.3329956	0.403	0.152	0.0025096	4	MIS18A	ENSG00000159055	protein_coding	MIS18 kinetochore protein A [Source:HGNC Symbol;Acc:1286]
0.0000002	0.3443578	0.896	0.828	0.0025558	4	EEF1B2	ENSG00000114942	protein_coding	eukaryotic translation elongation factor 1 beta 2 [Source:HGNC Symbol;Acc:3208]
0.0000002	0.4127130	0.429	0.174	0.0027063	4	DNMT1	ENSG00000130816	protein_coding	DNA (cytosine-5-)-methyltransferase 1 [Source:HGNC Symbol;Acc:2976]
0.0000002	0.2949039	0.364	0.129	0.0029651	4	RAC3	ENSG00000169750	protein_coding	ras-related C3 botulinum toxin substrate 3 (rho family, small GTP binding protein Rac3) [Source:HGNC Symbol;Acc:9803]
0.0000002	0.3817316	0.623	0.309	0.0031923	4	TMEM160	ENSG00000130748	protein_coding	transmembrane protein 160 [Source:HGNC Symbol;Acc:26042]
0.0000002	0.3746901	0.610	0.297	0.0033278	4	RALY	ENSG00000125970	protein_coding	RALY heterogeneous nuclear ribonucleoprotein [Source:HGNC Symbol;Acc:15921]
0.0000002	0.4309679	0.740	0.440	0.0034273	4	KIF5B	ENSG00000170759	protein_coding	kinesin family member 5B [Source:HGNC Symbol;Acc:6324]
0.0000002	0.4026085	0.883	0.587	0.0038275	4	H2AFV	ENSG00000105968	protein_coding	H2A histone family, member V [Source:HGNC Symbol;Acc:20664]
0.0000002	0.2821379	0.364	0.131	0.0038483	4	BCL7C	ENSG00000099385	protein_coding	B-cell CLL/lymphoma 7C [Source:HGNC Symbol;Acc:1006]
0.0000002	0.3722720	0.442	0.185	0.0040009	4	RACGAP1	ENSG00000161800	protein_coding	Rac GTPase activating protein 1 [Source:HGNC Symbol;Acc:9804]
0.0000003	0.4294555	0.792	0.496	0.0040785	4	LSM3	ENSG00000170860	protein_coding	LSM3 homolog, U6 small nuclear RNA associated (S. cerevisiae) [Source:HGNC Symbol;Acc:17874]
0.0000003	0.4705727	0.571	0.290	0.0045268	4	MCM7	ENSG00000166508	protein_coding	minichromosome maintenance complex component 7 [Source:HGNC Symbol;Acc:6950]
0.0000003	0.3867318	0.922	0.601	0.0046524	4	SHFM1	ENSG00000127922	protein_coding	split hand/foot malformation (ectrodactyly) type 1 [Source:HGNC Symbol;Acc:10845]
0.0000003	0.2935661	0.364	0.132	0.0047763	4	RRP7A	ENSG00000189306	protein_coding	ribosomal RNA processing 7 homolog A (S. cerevisiae) [Source:HGNC Symbol;Acc:24286]
0.0000003	0.3763438	0.571	0.281	0.0053265	4	CACYBP	ENSG00000116161	protein_coding	calcyclin binding protein [Source:HGNC Symbol;Acc:30423]
0.0000003	0.3009908	0.610	0.281	0.0053744	4	POLD2	ENSG00000106628	protein_coding	polymerase (DNA directed), delta 2, accessory subunit [Source:HGNC Symbol;Acc:9176]
0.0000004	0.3373739	0.377	0.144	0.0056814	4	POLR3K	ENSG00000161980	protein_coding	polymerase (RNA) III (DNA directed) polypeptide K, 12.3 kDa [Source:HGNC Symbol;Acc:14121]
0.0000005	0.4232894	0.727	0.413	0.0074642	4	MZT2A	ENSG00000173272	protein_coding	mitotic spindle organizing protein 2A [Source:HGNC Symbol;Acc:33187]
0.0000005	0.2509914	0.364	0.132	0.0077035	4	MSH2	ENSG00000095002	protein_coding	mutS homolog 2 [Source:HGNC Symbol;Acc:7325]
0.0000005	0.3518760	0.429	0.175	0.0077233	4	PLP2	ENSG00000102007	protein_coding	proteolipid protein 2 (colonic epithelium-enriched) [Source:HGNC Symbol;Acc:9087]
0.0000005	0.3835004	0.390	0.155	0.0078479	4	CEP57	ENSG00000166037	protein_coding	centrosomal protein 57kDa [Source:HGNC Symbol;Acc:30794]
0.0000005	0.2943413	0.532	0.231	0.0081665	4	EIF4EBP1	ENSG00000187840	protein_coding	eukaryotic translation initiation factor 4E binding protein 1 [Source:HGNC Symbol;Acc:3288]
0.0000006	0.2794065	0.455	0.185	0.0101404	4	NT5C3A	ENSG00000122643	protein_coding	5’-nucleotidase, cytosolic IIIA [Source:HGNC Symbol;Acc:17820]
0.0000006	0.3935419	0.805	0.541	0.0102549	4	XRCC5	ENSG00000079246	protein_coding	X-ray repair complementing defective repair in Chinese hamster cells 5 (double-strand-break rejoining) [Source:HGNC Symbol;Acc:12833]
0.0000007	0.2669236	0.519	0.225	0.0116909	4	SMC1A	ENSG00000072501	protein_coding	structural maintenance of chromosomes 1A [Source:HGNC Symbol;Acc:11111]
0.0000008	0.4351094	0.792	0.563	0.0126348	4	PA2G4	ENSG00000170515	protein_coding	proliferation-associated 2G4, 38kDa [Source:HGNC Symbol;Acc:8550]
0.0000008	0.3629015	0.468	0.211	0.0127855	4	RNASEH2B	ENSG00000136104	protein_coding	ribonuclease H2, subunit B [Source:HGNC Symbol;Acc:25671]
0.0000008	0.3474736	0.597	0.300	0.0128572	4	IMMP1L	ENSG00000148950	protein_coding	IMP1 inner mitochondrial membrane peptidase-like (S. cerevisiae) [Source:HGNC Symbol;Acc:26317]
0.0000008	0.3636805	0.429	0.185	0.0130839	4	JADE1	ENSG00000077684	protein_coding	jade family PHD finger 1 [Source:HGNC Symbol;Acc:30027]
0.0000009	0.3100856	0.506	0.225	0.0146390	4	ALG5	ENSG00000120697	protein_coding	ALG5, dolichyl-phosphate beta-glucosyltransferase [Source:HGNC Symbol;Acc:20266]
0.0000009	0.3365188	0.429	0.182	0.0148722	4	RP11-798M19.6	ENSG00000272870	antisense
0.0000009	0.2697940	0.299	0.100	0.0152971	4	SIN3A	ENSG00000169375	protein_coding	SIN3 transcription regulator family member A [Source:HGNC Symbol;Acc:19353]
0.0000011	0.2797372	0.416	0.167	0.0170542	4	TMEM106C	ENSG00000134291	protein_coding	transmembrane protein 106C [Source:HGNC Symbol;Acc:28775]
0.0000011	0.2728109	1.000	0.959	0.0171442	4	HNRNPA1	ENSG00000135486	protein_coding	heterogeneous nuclear ribonucleoprotein A1 [Source:HGNC Symbol;Acc:5031]
0.0000012	0.2668246	0.987	0.981	0.0190843	4	UBB	ENSG00000170315	protein_coding	ubiquitin B [Source:HGNC Symbol;Acc:12463]
0.0000013	0.3307821	0.597	0.300	0.0215785	4	UQCRC1	ENSG00000010256	protein_coding	ubiquinol-cytochrome c reductase core protein I [Source:HGNC Symbol;Acc:12585]
0.0000014	0.2998236	0.701	0.349	0.0218440	4	MRPS26	ENSG00000125901	protein_coding	mitochondrial ribosomal protein S26 [Source:HGNC Symbol;Acc:14045]
0.0000014	0.2533454	0.403	0.161	0.0226945	4	DNPH1	ENSG00000112667	protein_coding	2’-deoxynucleoside 5’-phosphate N-hydrolase 1 [Source:HGNC Symbol;Acc:21218]
0.0000015	0.3300595	0.429	0.185	0.0241397	4	RIF1	ENSG00000080345	protein_coding	RAP1 interacting factor homolog (yeast) [Source:HGNC Symbol;Acc:23207]
0.0000015	0.3281109	0.779	0.450	0.0244343	4	PDCD5	ENSG00000105185	protein_coding	programmed cell death 5 [Source:HGNC Symbol;Acc:8764]
0.0000016	0.4103889	0.883	0.636	0.0250866	4	GPX4	ENSG00000167468	protein_coding	glutathione peroxidase 4 [Source:HGNC Symbol;Acc:4556]
0.0000016	0.2601953	0.364	0.137	0.0254202	4	KIF2A	ENSG00000068796	protein_coding	kinesin heavy chain member 2A [Source:HGNC Symbol;Acc:6318]
0.0000016	0.2559200	0.649	0.316	0.0258397	4	PAICS	ENSG00000128050	protein_coding	phosphoribosylaminoimidazole carboxylase, phosphoribosylaminoimidazole succinocarboxamide synthetase [Source:HGNC Symbol;Acc:8587]
0.0000016	0.3278554	0.558	0.279	0.0261154	4	C9orf142	ENSG00000148362	protein_coding	chromosome 9 open reading frame 142 [Source:HGNC Symbol;Acc:27849]
0.0000022	0.3078224	0.870	0.582	0.0360066	4	AC002454.1	ENSG00000237819	antisense
0.0000025	0.3418193	0.597	0.309	0.0399466	4	NDUFV1	ENSG00000167792	protein_coding	NADH dehydrogenase (ubiquinone) flavoprotein 1, 51kDa [Source:HGNC Symbol;Acc:7716]
0.0000026	0.3098787	0.325	0.118	0.0422575	4	PMAIP1	ENSG00000141682	protein_coding	phorbol-12-myristate-13-acetate-induced protein 1 [Source:HGNC Symbol;Acc:9108]
0.0000028	0.3866484	0.662	0.370	0.0450135	4	CBX5	ENSG00000094916	protein_coding	chromobox homolog 5 [Source:HGNC Symbol;Acc:1555]
0.0000031	0.3038099	0.623	0.319	0.0507565	4	LAPTM4B	ENSG00000104341	protein_coding	lysosomal protein transmembrane 4 beta [Source:HGNC Symbol;Acc:13646]
0.0000033	0.3530023	0.623	0.332	0.0528940	4	SUPT16H	ENSG00000092201	protein_coding	suppressor of Ty 16 homolog (S. cerevisiae) [Source:HGNC Symbol;Acc:11465]
0.0000036	0.2620804	0.481	0.219	0.0579413	4	PMF1	ENSG00000160783	protein_coding	polyamine-modulated factor 1 [Source:HGNC Symbol;Acc:9112]
0.0000036	0.2908734	0.948	0.735	0.0583403	4	MZT2B	ENSG00000152082	protein_coding	mitotic spindle organizing protein 2B [Source:HGNC Symbol;Acc:25886]
0.0000037	0.3391933	0.442	0.199	0.0603127	4	SF3A3	ENSG00000183431	protein_coding	splicing factor 3a, subunit 3, 60kDa [Source:HGNC Symbol;Acc:10767]
0.0000039	0.2819315	0.455	0.204	0.0626207	4	HAT1	ENSG00000128708	protein_coding	histone acetyltransferase 1 [Source:HGNC Symbol;Acc:4821]
0.0000048	0.3937921	0.584	0.313	0.0781838	4	CNIH4	ENSG00000143771	protein_coding	cornichon family AMPA receptor auxiliary protein 4 [Source:HGNC Symbol;Acc:25013]
0.0000051	0.2910432	0.377	0.158	0.0821471	4	EBP	ENSG00000147155	protein_coding	emopamil binding protein (sterol isomerase) [Source:HGNC Symbol;Acc:3133]
0.0000054	0.2921055	0.727	0.400	0.0868137	4	NUDC	ENSG00000090273	protein_coding	nudC nuclear distribution protein [Source:HGNC Symbol;Acc:8045]
0.0000058	0.2696705	0.429	0.187	0.0932157	4	BLVRA	ENSG00000106605	protein_coding	biliverdin reductase A [Source:HGNC Symbol;Acc:1062]
0.0000059	0.3547301	0.844	0.573	0.0945885	4	U2AF1	ENSG00000160201	protein_coding	U2 small nuclear RNA auxiliary factor 1 [Source:HGNC Symbol;Acc:12453]
0.0000062	0.3378779	0.818	0.530	0.1008038	4	PSMA2.1	NA	NA	NA
0.0000063	0.3468511	0.532	0.281	0.1010724	4	HSPB11	ENSG00000081870	protein_coding	heat shock protein family B (small), member 11 [Source:HGNC Symbol;Acc:25019]
0.0000064	0.3292655	0.506	0.244	0.1039308	4	PRKCSH	ENSG00000130175	protein_coding	protein kinase C substrate 80K-H [Source:HGNC Symbol;Acc:9411]
0.0000072	0.3969429	0.974	0.882	0.1156129	4	VIM	ENSG00000026025	protein_coding	vimentin [Source:HGNC Symbol;Acc:12692]
0.0000075	0.2675228	0.416	0.183	0.1217734	4	ELP6	ENSG00000163832	protein_coding	elongator acetyltransferase complex subunit 6 [Source:HGNC Symbol;Acc:25976]
0.0000078	0.2538104	0.532	0.254	0.1261783	4	HNRNPUL1	ENSG00000105323	protein_coding	heterogeneous nuclear ribonucleoprotein U-like 1 [Source:HGNC Symbol;Acc:17011]
0.0000090	0.3310936	0.844	0.557	0.1447892	4	SRSF2	ENSG00000161547	protein_coding	serine/arginine-rich splicing factor 2 [Source:HGNC Symbol;Acc:10783]
0.0000091	0.3431289	0.506	0.250	0.1465285	4	TMEM98	ENSG00000006042	protein_coding	transmembrane protein 98 [Source:HGNC Symbol;Acc:24529]
0.0000115	0.3184029	0.675	0.368	0.1859687	4	VBP1	ENSG00000155959	protein_coding	von Hippel-Lindau binding protein 1 [Source:HGNC Symbol;Acc:12662]
0.0000120	0.2890103	0.636	0.344	0.1928892	4	MAGOH	ENSG00000162385	protein_coding	mago-nashi homolog, proliferation-associated (Drosophila) [Source:HGNC Symbol;Acc:6815]
0.0000134	0.3243544	0.714	0.429	0.2164022	4	ILF2	ENSG00000143621	protein_coding	interleukin enhancer binding factor 2 [Source:HGNC Symbol;Acc:6037]
0.0000137	0.3055045	0.325	0.129	0.2217375	4	MYH10	ENSG00000133026	protein_coding	myosin, heavy chain 10, non-muscle [Source:HGNC Symbol;Acc:7568]
0.0000138	0.3360830	0.338	0.142	0.2223696	4	SLC20A1	ENSG00000144136	protein_coding	solute carrier family 20 (phosphate transporter), member 1 [Source:HGNC Symbol;Acc:10946]
0.0000151	0.2868512	0.455	0.223	0.2442545	4	LSM6	ENSG00000164167	protein_coding	LSM6 homolog, U6 small nuclear RNA associated (S. cerevisiae) [Source:HGNC Symbol;Acc:17017]
0.0000153	0.2515722	0.312	0.121	0.2461615	4	ITM2C	ENSG00000135916	protein_coding	integral membrane protein 2C [Source:HGNC Symbol;Acc:6175]
0.0000154	0.3068305	0.455	0.215	0.2490090	4	GGCT	ENSG00000006625	protein_coding	gamma-glutamylcyclotransferase [Source:HGNC Symbol;Acc:21705]
0.0000171	0.2773677	0.455	0.215	0.2752450	4	XPO1	ENSG00000082898	protein_coding	exportin 1 (CRM1 homolog, yeast) [Source:HGNC Symbol;Acc:12825]
0.0000177	0.2977285	0.870	0.635	0.2861982	4	ANAPC11	ENSG00000141552	protein_coding	anaphase promoting complex subunit 11 [Source:HGNC Symbol;Acc:14452]
0.0000182	0.2750422	0.442	0.204	0.2944597	4	DECR1	ENSG00000104325	protein_coding	2,4-dienoyl CoA reductase 1, mitochondrial [Source:HGNC Symbol;Acc:2753]
0.0000239	0.2557661	0.468	0.230	0.3857618	4	ATP1B3	ENSG00000069849	protein_coding	ATPase, Na+/K+ transporting, beta 3 polypeptide [Source:HGNC Symbol;Acc:806]
0.0000245	0.2570262	0.403	0.182	0.3947408	4	BRD8	ENSG00000112983	protein_coding	bromodomain containing 8 [Source:HGNC Symbol;Acc:19874]
0.0000257	0.3033725	0.312	0.131	0.4154787	4	CSE1L	ENSG00000124207	protein_coding	CSE1 chromosome segregation 1-like (yeast) [Source:HGNC Symbol;Acc:2431]
0.0000273	0.3800559	0.753	0.534	0.4405060	4	SLC25A5	ENSG00000005022	protein_coding	solute carrier family 25 (mitochondrial carrier; adenine nucleotide translocator), member 5 [Source:HGNC Symbol;Acc:10991]
0.0000283	0.3516333	0.766	0.506	0.4567558	4	COPS6	ENSG00000168090	protein_coding	COP9 signalosome subunit 6 [Source:HGNC Symbol;Acc:21749]
0.0000287	0.2892060	0.468	0.228	0.4635036	4	CCDC14	ENSG00000175455	protein_coding	coiled-coil domain containing 14 [Source:HGNC Symbol;Acc:25766]
0.0000294	0.3354214	0.571	0.322	0.4736415	4	PSMA3	ENSG00000100567	protein_coding	proteasome (prosome, macropain) subunit, alpha type, 3 [Source:HGNC Symbol;Acc:9532]
0.0000313	0.3488318	0.597	0.333	0.5046285	4	MTHFD2	ENSG00000065911	protein_coding	methylenetetrahydrofolate dehydrogenase (NADP+ dependent) 2, methenyltetrahydrofolate cyclohydrolase [Source:HGNC Symbol;Acc:7434]
0.0000323	0.2975349	0.909	0.778	0.5206926	4	HNRNPDL	ENSG00000152795	protein_coding	heterogeneous nuclear ribonucleoprotein D-like [Source:HGNC Symbol;Acc:5037]
0.0000330	0.3146595	0.831	0.545	0.5321648	4	HNRNPR	ENSG00000125944	protein_coding	heterogeneous nuclear ribonucleoprotein R [Source:HGNC Symbol;Acc:5047]
0.0000330	0.3002425	0.688	0.402	0.5328555	4	HINT2	ENSG00000137133	protein_coding	histidine triad nucleotide binding protein 2 [Source:HGNC Symbol;Acc:18344]
0.0000365	0.2720843	0.416	0.198	0.5892099	4	NXT1	ENSG00000132661	protein_coding	NTF2-like export factor 1 [Source:HGNC Symbol;Acc:15913]
0.0000414	0.3563004	0.636	0.419	0.6681929	4	ILF3	ENSG00000129351	protein_coding	interleukin enhancer binding factor 3, 90kDa [Source:HGNC Symbol;Acc:6038]
0.0000443	0.3439155	0.792	0.510	0.7143940	4	PHPT1	ENSG00000054148	protein_coding	phosphohistidine phosphatase 1 [Source:HGNC Symbol;Acc:30033]
0.0000462	0.3482891	0.844	0.573	0.7455743	4	SFPQ	ENSG00000116560	protein_coding	splicing factor proline/glutamine-rich [Source:HGNC Symbol;Acc:10774]
0.0000527	0.3265683	0.519	0.278	0.8502052	4	MAGEF1	ENSG00000177383	protein_coding	melanoma antigen family F, 1 [Source:HGNC Symbol;Acc:29639]
0.0000533	0.3107435	0.701	0.408	0.8599907	4	TPR	ENSG00000047410	protein_coding	translocated promoter region, nuclear basket protein [Source:HGNC Symbol;Acc:12017]
0.0000555	0.2937629	0.662	0.407	0.8949511	4	TECR	ENSG00000099797	protein_coding	trans-2,3-enoyl-CoA reductase [Source:HGNC Symbol;Acc:4551]
0.0000557	0.2834825	0.909	0.699	0.8989888	4	SLC1A3	ENSG00000079215	protein_coding	solute carrier family 1 (glial high affinity glutamate transporter), member 3 [Source:HGNC Symbol;Acc:10941]
0.0000656	0.2636728	0.494	0.249	1.0000000	4	SMS	ENSG00000102172	protein_coding	spermine synthase [Source:HGNC Symbol;Acc:11123]
0.0000657	0.2959093	0.584	0.333	1.0000000	4	IMPDH2	ENSG00000178035	protein_coding	IMP (inosine 5’-monophosphate) dehydrogenase 2 [Source:HGNC Symbol;Acc:6053]
0.0000730	0.2538392	0.442	0.217	1.0000000	4	WNK1	ENSG00000060237	protein_coding	WNK lysine deficient protein kinase 1 [Source:HGNC Symbol;Acc:14540]
0.0000736	0.2937446	0.390	0.179	1.0000000	4	RP11-195F19.5	ENSG00000187186	protein_coding	HCG2040265, isoform CRA_a; Uncharacterized protein; cDNA FLJ50015 [Source:UniProtKB/TrEMBL;Acc:B7Z3J9]
0.0000774	0.2960699	0.714	0.445	1.0000000	4	NDUFA6	ENSG00000184983	protein_coding	NADH dehydrogenase (ubiquinone) 1 alpha subcomplex, 6, 14kDa [Source:HGNC Symbol;Acc:7690]
0.0000865	0.2780790	0.753	0.502	1.0000000	4	PGAM1	ENSG00000171314	protein_coding	phosphoglycerate mutase 1 (brain) [Source:HGNC Symbol;Acc:8888]
0.0000964	0.2516057	0.779	0.490	1.0000000	4	FBL	ENSG00000105202	protein_coding	fibrillarin [Source:HGNC Symbol;Acc:3599]
0.0001076	0.3147816	0.792	0.579	1.0000000	4	LSM4	ENSG00000130520	protein_coding	LSM4 homolog, U6 small nuclear RNA associated (S. cerevisiae) [Source:HGNC Symbol;Acc:17259]
0.0001076	0.3350066	0.818	0.609	1.0000000	4	COX5A	ENSG00000178741	protein_coding	cytochrome c oxidase subunit Va [Source:HGNC Symbol;Acc:2267]
0.0001091	0.2856604	0.532	0.311	1.0000000	4	CCT5	ENSG00000150753	protein_coding	chaperonin containing TCP1, subunit 5 (epsilon) [Source:HGNC Symbol;Acc:1618]
0.0001107	0.2732311	0.532	0.292	1.0000000	4	SLC25A39	ENSG00000013306	protein_coding	solute carrier family 25, member 39 [Source:HGNC Symbol;Acc:24279]
0.0001108	0.2578481	0.390	0.188	1.0000000	4	C22orf39	ENSG00000242259	protein_coding	chromosome 22 open reading frame 39 [Source:HGNC Symbol;Acc:27012]
0.0001171	0.2600868	0.584	0.322	1.0000000	4	PSMD7	ENSG00000103035	protein_coding	proteasome (prosome, macropain) 26S subunit, non-ATPase, 7 [Source:HGNC Symbol;Acc:9565]
0.0001475	0.2508114	0.844	0.791	1.0000000	4	PFN1	ENSG00000108518	protein_coding	profilin 1 [Source:HGNC Symbol;Acc:8881]
0.0001485	0.2936501	0.727	0.455	1.0000000	4	FKBP3	ENSG00000100442	protein_coding	FK506 binding protein 3, 25kDa [Source:HGNC Symbol;Acc:3719]
0.0001578	0.3260582	0.727	0.499	1.0000000	4	HN1	ENSG00000189159	protein_coding	hematological and neurological expressed 1 [Source:HGNC Symbol;Acc:14569]
0.0001628	0.3179071	0.351	0.171	1.0000000	4	SLBP	ENSG00000163950	protein_coding	stem-loop binding protein [Source:HGNC Symbol;Acc:10904]
0.0001762	0.3160547	0.636	0.399	1.0000000	4	STRA13	ENSG00000169689	protein_coding	stimulated by retinoic acid 13 [Source:HGNC Symbol;Acc:11422]
0.0001905	0.2785230	0.481	0.260	1.0000000	4	TCEAL3	ENSG00000196507	protein_coding	transcription elongation factor A (SII)-like 3 [Source:HGNC Symbol;Acc:28247]
0.0001935	0.3007450	0.494	0.284	1.0000000	4	NAE1	ENSG00000159593	protein_coding	NEDD8 activating enzyme E1 subunit 1 [Source:HGNC Symbol;Acc:621]
0.0002056	0.2759182	0.675	0.445	1.0000000	4	CBX1	ENSG00000108468	protein_coding	chromobox homolog 1 [Source:HGNC Symbol;Acc:1551]
0.0002097	0.2641535	0.935	0.839	1.0000000	4	SET	ENSG00000119335	protein_coding	SET nuclear oncogene [Source:HGNC Symbol;Acc:10760]
0.0002272	0.3155260	0.727	0.475	1.0000000	4	PCOLCE	ENSG00000106333	protein_coding	procollagen C-endopeptidase enhancer [Source:HGNC Symbol;Acc:8738]
0.0002400	0.2674832	0.649	0.397	1.0000000	4	SEPT11	ENSG00000138758	protein_coding	septin 11 [Source:HGNC Symbol;Acc:25589]
0.0002771	0.2877200	0.896	0.689	1.0000000	4	SRSF3	ENSG00000112081	protein_coding	serine/arginine-rich splicing factor 3 [Source:HGNC Symbol;Acc:10785]
0.0002778	0.2741686	0.442	0.234	1.0000000	4	RPA2	ENSG00000117748	protein_coding	replication protein A2, 32kDa [Source:HGNC Symbol;Acc:10290]
0.0002808	0.2935192	0.766	0.582	1.0000000	4	MRPL51	ENSG00000111639	protein_coding	mitochondrial ribosomal protein L51 [Source:HGNC Symbol;Acc:14044]
0.0002819	0.2534477	0.636	0.392	1.0000000	4	NUCB2	ENSG00000070081	protein_coding	nucleobindin 2 [Source:HGNC Symbol;Acc:8044]
0.0003125	0.2773513	0.597	0.362	1.0000000	4	UBE2E3	ENSG00000170035	protein_coding	ubiquitin-conjugating enzyme E2E 3 [Source:HGNC Symbol;Acc:12479]
0.0003205	0.2970564	0.636	0.402	1.0000000	4	BUD31	ENSG00000106245	protein_coding	BUD31 homolog (S. cerevisiae) [Source:HGNC Symbol;Acc:29629]
0.0003300	0.2894119	1.000	0.973	1.0000000	4	CALM2	ENSG00000143933	protein_coding	calmodulin 2 (phosphorylase kinase, delta) [Source:HGNC Symbol;Acc:1445]
0.0003325	0.3100200	0.377	0.195	1.0000000	4	ZFP91	ENSG00000186660	protein_coding	ZFP91 zinc finger protein [Source:HGNC Symbol;Acc:14983]
0.0003638	0.2704027	0.701	0.467	1.0000000	4	RNPS1	ENSG00000205937	protein_coding	RNA binding protein S1, serine-rich domain [Source:HGNC Symbol;Acc:10080]
0.0003754	0.3041520	0.519	0.309	1.0000000	4	PFDN1	ENSG00000113068	protein_coding	prefoldin subunit 1 [Source:HGNC Symbol;Acc:8866]
0.0004364	0.2749993	0.584	0.362	1.0000000	4	CDK4	ENSG00000135446	protein_coding	cyclin-dependent kinase 4 [Source:HGNC Symbol;Acc:1773]
0.0004683	0.2619615	0.870	0.662	1.0000000	4	ENO1	ENSG00000074800	protein_coding	enolase 1, (alpha) [Source:HGNC Symbol;Acc:3350]
0.0005054	0.2604583	0.481	0.274	1.0000000	4	SKA2	ENSG00000182628	protein_coding	spindle and kinetochore associated complex subunit 2 [Source:HGNC Symbol;Acc:28006]
0.0005072	0.2690141	0.623	0.408	1.0000000	4	PSME2	ENSG00000100911	protein_coding	proteasome (prosome, macropain) activator subunit 2 (PA28 beta) [Source:HGNC Symbol;Acc:9569]
0.0008137	0.2648159	0.675	0.461	1.0000000	4	GDI2	ENSG00000057608	protein_coding	GDP dissociation inhibitor 2 [Source:HGNC Symbol;Acc:4227]
0.0009365	0.2773403	0.610	0.399	1.0000000	4	SF3B2	ENSG00000087365	protein_coding	splicing factor 3b, subunit 2, 145kDa [Source:HGNC Symbol;Acc:10769]
0.0010259	0.2778383	0.610	0.392	1.0000000	4	VPS29	ENSG00000111237	protein_coding	vacuolar protein sorting 29 homolog (S. cerevisiae) [Source:HGNC Symbol;Acc:14340]
0.0010435	0.2627695	0.273	0.129	1.0000000	4	HNRNPU-AS1	ENSG00000188206	antisense	HNRNPU antisense RNA 1 [Source:HGNC Symbol;Acc:27651]
0.0012259	0.2522761	0.896	0.721	1.0000000	4	SRP9	ENSG00000143742	protein_coding	signal recognition particle 9kDa [Source:HGNC Symbol;Acc:11304]
0.0014040	0.2690600	0.766	0.571	1.0000000	4	NME1	ENSG00000239672	protein_coding	NME/NM23 nucleoside diphosphate kinase 1 [Source:HGNC Symbol;Acc:7849]
0.0017521	0.2558845	0.688	0.458	1.0000000	4	MGST3	ENSG00000143198	protein_coding	microsomal glutathione S-transferase 3 [Source:HGNC Symbol;Acc:7064]
0.0018142	0.2527087	0.753	0.541	1.0000000	4	EIF1AX	ENSG00000173674	protein_coding	eukaryotic translation initiation factor 1A, X-linked [Source:HGNC Symbol;Acc:3250]
0.0031573	0.3154057	0.779	0.592	1.0000000	4	SEPT7	ENSG00000122545	protein_coding	septin 7 [Source:HGNC Symbol;Acc:1717]
0.0051323	0.2547598	0.429	0.255	1.0000000	4	SPCS3	ENSG00000129128	protein_coding	signal peptidase complex subunit 3 homolog (S. cerevisiae) [Source:HGNC Symbol;Acc:26212]
0.0052360	0.2635750	0.273	0.150	1.0000000	4	RP11-354M20.3	ENSG00000231104	antisense

4.4 Heatmap of top 10 gene markers per cluster

data_markers %>% group_by(cluster) %>% top_n(10, avg_logFC) -> top10
p <- DoHeatmap(seurat_20_principal_components, genes.use = top10$external_gene_id, slim.col.label = TRUE, remove.key = FALSE, do.plot=FALSE)
show(p)

4.5 Save Seurat object

# Save Seurat object.
file_name <- file.path(seurat_objects_directory, paste0(sample_name, "_seurat_object_pc_", principal_components, "_resolution_", resolution, ".Rda"))
assign(sample_name, seurat_20_principal_components)
do.call(save, list(sample_name, file=file_name))

5 30 principal components

principal_components <- 30
seurat_30_principal_components <- seurat
seurat_30_principal_components <- FindClusters(seurat_30_principal_components, reduction.type = "pca", dims.use = 1:principal_components, resolution = as.numeric(resolution), print.output = FALSE, save.SNN = TRUE)

5.1 tSNE plot

# tSNE plot is different when do.fast is set to false.
seurat_30_principal_components <- RunTSNE(seurat_30_principal_components, dims.use = 1:principal_components, do.fast = TRUE)

# Plot tSNE
p <- TSNEPlot(seurat_30_principal_components, do.return=TRUE)
show(p)

5.2 Violin plots

# Generate quality control plots on clusters.
p <- VlnPlot(seurat_30_principal_components, "nGene", do.return=TRUE)
show(p)

p <- p %>% remove_geom("point")
show(p)

p <- VlnPlot(seurat_30_principal_components, "nUMI", do.return=TRUE)
show(p)

p <- p %>% remove_geom("point")
show(p)

p <- VlnPlot(seurat_30_principal_components, "percent_mito", do.return=TRUE)
show(p)

p <- p %>% remove_geom("point")
show(p)

5.3 Cluster markers

# Write to file the cluster to which each cell belongs
dir.create(file.path(tables_directory, "tsne", "cluster_markers"), recursive=TRUE, showWarnings=FALSE)
cell_cluster <- seurat@ident
cell_cluster <- as.data.frame(cell_cluster)
colnames(cell_cluster) <- "cluster"
cell_cluster <- rownames_to_column(cell_cluster, "cell")
cell_cluster <- dplyr::arrange(cell_cluster, cluster)
write.table(x=cell_cluster, file=file.path(tables_directory, "tsne", paste0("cell_cluster_pc_", principal_components, ".txt")), sep="\t", quote=FALSE, row.names=FALSE)

# Find markers for every cluster compared to all remaining cells, report only the positive ones
data_markers <- FindAllMarkers(seurat_30_principal_components, only.pos = TRUE, min.pct = 0.25, thresh.use = 0.25)
data_markers <- dplyr::rename(data_markers, external_gene_id=gene)
data_markers_with_annotation <- left_join(data_markers, annotation)
data_markers_with_annotation <- dplyr::arrange(data_markers_with_annotation, cluster, p_val)
write.table(x=data_markers, file=file.path(tables_directory, "tsne", "cluster_markers", paste0("all_clusters_markers_pc_", principal_components, ".txt")), sep="\t", quote=FALSE, row.names=FALSE)
write.table(x=data_markers_with_annotation, file=file.path(tables_directory, "tsne", "cluster_markers", paste0("all_clusters_markers_with_annotation_pc_", principal_components, ".txt")), sep="\t", quote=FALSE, row.names=FALSE)
kable(data_markers_with_annotation, caption="Cluster markers") %>% kable_styling() %>% scroll_box(width = "800px", height = "400px")

Cluster markers

p_val	avg_logFC	pct.1	pct.2	p_val_adj	cluster	external_gene_id	ensembl_gene_id	gene_biotype	description
0.0000000	1.5385479	0.861	0.541	0.0000000	0	CLU	ENSG00000120885	protein_coding	clusterin [Source:HGNC Symbol;Acc:2095]
0.0000000	1.1963050	0.670	0.196	0.0000000	0	ZFP36	ENSG00000128016	protein_coding	ZFP36 ring finger protein [Source:HGNC Symbol;Acc:12862]
0.0000000	1.0272784	0.933	0.663	0.0000000	0	JUNB	ENSG00000171223	protein_coding	jun B proto-oncogene [Source:HGNC Symbol;Acc:6205]
0.0000000	1.0262549	0.907	0.647	0.0000000	0	FOS	ENSG00000170345	protein_coding	FBJ murine osteosarcoma viral oncogene homolog [Source:HGNC Symbol;Acc:3796]
0.0000000	0.9079307	0.747	0.382	0.0000000	0	ZFP36L1	ENSG00000185650	protein_coding	ZFP36 ring finger protein-like 1 [Source:HGNC Symbol;Acc:1107]
0.0000000	0.8191801	0.289	0.022	0.0000000	0	ANGPTL1	ENSG00000116194	protein_coding	angiopoietin-like 1 [Source:HGNC Symbol;Acc:489]
0.0000000	0.9241660	0.330	0.039	0.0000000	0	RGR	ENSG00000148604	protein_coding	retinal G protein coupled receptor [Source:HGNC Symbol;Acc:9990]
0.0000000	0.9983355	0.392	0.076	0.0000000	0	FRZB	ENSG00000162998	protein_coding	frizzled-related protein [Source:HGNC Symbol;Acc:3959]
0.0000000	1.3592398	0.273	0.024	0.0000000	0	HES1	ENSG00000114315	protein_coding	hes family bHLH transcription factor 1 [Source:HGNC Symbol;Acc:5192]
0.0000000	1.0231169	0.531	0.171	0.0000000	0	CRYAB	ENSG00000109846	protein_coding	crystallin, alpha B [Source:HGNC Symbol;Acc:2389]
0.0000000	0.7326040	0.273	0.027	0.0000000	0	CCDC80	ENSG00000091986	protein_coding	coiled-coil domain containing 80 [Source:HGNC Symbol;Acc:30649]
0.0000000	0.6337022	0.263	0.025	0.0000000	0	FXYD1	ENSG00000266964	protein_coding	FXYD domain containing ion transport regulator 1 [Source:HGNC Symbol;Acc:4025]
0.0000000	0.8057969	0.820	0.563	0.0000000	0	IER2	ENSG00000160888	protein_coding	immediate early response 2 [Source:HGNC Symbol;Acc:28871]
0.0000000	0.7147650	0.485	0.182	0.0000000	0	ANXA2	ENSG00000182718	protein_coding	annexin A2 [Source:HGNC Symbol;Acc:537]
0.0000000	0.9485620	0.448	0.161	0.0000000	0	IFITM3	ENSG00000142089	protein_coding	interferon induced transmembrane protein 3 [Source:HGNC Symbol;Acc:5414]
0.0000000	0.5934983	0.304	0.067	0.0000000	0	TNFRSF21	ENSG00000146072	protein_coding	tumor necrosis factor receptor superfamily, member 21 [Source:HGNC Symbol;Acc:13469]
0.0000000	0.7371254	0.448	0.165	0.0000000	0	DUSP6	ENSG00000139318	protein_coding	dual specificity phosphatase 6 [Source:HGNC Symbol;Acc:3072]
0.0000000	0.5672042	0.392	0.127	0.0000000	0	SOX9	ENSG00000125398	protein_coding	SRY (sex determining region Y)-box 9 [Source:HGNC Symbol;Acc:11204]
0.0000000	0.5839610	0.830	0.649	0.0000000	0	EGR1	ENSG00000120738	protein_coding	early growth response 1 [Source:HGNC Symbol;Acc:3238]
0.0000000	0.4568936	0.959	0.867	0.0000000	0	VIM	ENSG00000026025	protein_coding	vimentin [Source:HGNC Symbol;Acc:12692]
0.0000000	0.6833120	0.510	0.224	0.0000000	0	FOSB	ENSG00000125740	protein_coding	FBJ murine osteosarcoma viral oncogene homolog B [Source:HGNC Symbol;Acc:3797]
0.0000000	0.9678060	0.351	0.110	0.0000000	0	CLDN11	ENSG00000013297	protein_coding	claudin 11 [Source:HGNC Symbol;Acc:8514]
0.0000000	0.5925155	0.381	0.131	0.0000000	0	ST3GAL5	ENSG00000115525	protein_coding	ST3 beta-galactoside alpha-2,3-sialyltransferase 5 [Source:HGNC Symbol;Acc:10872]
0.0000000	0.6782347	0.407	0.155	0.0000000	0	BMP4	ENSG00000125378	protein_coding	bone morphogenetic protein 4 [Source:HGNC Symbol;Acc:1071]
0.0000000	0.6624590	0.418	0.161	0.0000000	0	CD9	ENSG00000010278	protein_coding	CD9 molecule [Source:HGNC Symbol;Acc:1709]
0.0000000	0.6876087	0.608	0.351	0.0000000	0	DUSP1	ENSG00000120129	protein_coding	dual specificity phosphatase 1 [Source:HGNC Symbol;Acc:3064]
0.0000000	0.6716616	0.541	0.318	0.0000000	0	MMP2	ENSG00000087245	protein_coding	matrix metallopeptidase 2 (gelatinase A, 72kDa gelatinase, 72kDa type IV collagenase) [Source:HGNC Symbol;Acc:7166]
0.0000000	0.5784683	0.737	0.561	0.0000000	0	SERPINF1	ENSG00000132386	protein_coding	serpin peptidase inhibitor, clade F (alpha-2 antiplasmin, pigment epithelium derived factor), member 1 [Source:HGNC Symbol;Acc:8824]
0.0000000	0.5325316	0.387	0.151	0.0000000	0	SERTAD1	ENSG00000197019	protein_coding	SERTA domain containing 1 [Source:HGNC Symbol;Acc:17932]
0.0000000	0.5820488	0.851	0.700	0.0000000	0	ITM2B	ENSG00000136156	protein_coding	integral membrane protein 2B [Source:HGNC Symbol;Acc:6174]
0.0000000	1.2303989	0.804	0.620	0.0000000	0	B2M	ENSG00000166710	protein_coding	beta-2-microglobulin [Source:HGNC Symbol;Acc:914]
0.0000000	0.5432919	0.438	0.202	0.0000001	0	S100A13	ENSG00000189171	protein_coding	S100 calcium binding protein A13 [Source:HGNC Symbol;Acc:10490]
0.0000000	0.7056229	0.742	0.561	0.0000001	0	JUN	ENSG00000177606	protein_coding	jun proto-oncogene [Source:HGNC Symbol;Acc:6204]
0.0000000	0.5210901	0.381	0.167	0.0000002	0	AHNAK	ENSG00000124942	protein_coding	AHNAK nucleoprotein [Source:HGNC Symbol;Acc:347]
0.0000000	0.6196810	0.500	0.263	0.0000003	0	CYBA	ENSG00000051523	protein_coding	cytochrome b-245, alpha polypeptide [Source:HGNC Symbol;Acc:2577]
0.0000000	0.3976101	0.892	0.765	0.0000009	0	BTG1	ENSG00000133639	protein_coding	B-cell translocation gene 1, anti-proliferative [Source:HGNC Symbol;Acc:1130]
0.0000000	0.6253259	0.593	0.390	0.0000009	0	S100A11	ENSG00000163191	protein_coding	S100 calcium binding protein A11 [Source:HGNC Symbol;Acc:10488]
0.0000000	0.5581962	0.304	0.112	0.0000009	0	CRIP2	ENSG00000182809	protein_coding	cysteine-rich protein 2 [Source:HGNC Symbol;Acc:2361]
0.0000000	1.0532010	0.423	0.214	0.0000025	0	SAT1	ENSG00000130066	protein_coding	spermidine/spermine N1-acetyltransferase 1 [Source:HGNC Symbol;Acc:10540]
0.0000000	0.5292500	0.536	0.302	0.0000031	0	BTG2	ENSG00000159388	protein_coding	BTG family, member 2 [Source:HGNC Symbol;Acc:1131]
0.0000000	0.8088048	0.289	0.106	0.0000032	0	HLA-C	ENSG00000204525	protein_coding	major histocompatibility complex, class I, C [Source:HGNC Symbol;Acc:4933]
0.0000000	0.4362180	0.299	0.114	0.0000056	0	KREMEN1	ENSG00000183762	protein_coding	kringle containing transmembrane protein 1 [Source:HGNC Symbol;Acc:17550]
0.0000000	0.4616057	0.366	0.163	0.0000068	0	FCGRT	ENSG00000104870	protein_coding	Fc fragment of IgG, receptor, transporter, alpha [Source:HGNC Symbol;Acc:3621]
0.0000000	0.6526632	0.691	0.500	0.0000070	0	NEAT1	ENSG00000245532	lincRNA	nuclear paraspeckle assembly transcript 1 (non-protein coding) [Source:HGNC Symbol;Acc:30815]
0.0000000	0.6262980	0.448	0.251	0.0000311	0	PPP1R15A	ENSG00000087074	protein_coding	protein phosphatase 1, regulatory subunit 15A [Source:HGNC Symbol;Acc:14375]
0.0000000	0.3739330	0.912	0.890	0.0000622	0	APP	ENSG00000142192	protein_coding	amyloid beta (A4) precursor protein [Source:HGNC Symbol;Acc:620]
0.0000000	0.6276443	0.423	0.229	0.0000826	0	HLA-A	ENSG00000206503	protein_coding	major histocompatibility complex, class I, A [Source:HGNC Symbol;Acc:4931]
0.0000000	0.3074330	0.861	0.782	0.0001633	0	TOMM7	ENSG00000196683	protein_coding	translocase of outer mitochondrial membrane 7 homolog (yeast) [Source:HGNC Symbol;Acc:21648]
0.0000001	0.2965121	0.954	0.955	0.0010092	0	CD63	ENSG00000135404	protein_coding	CD63 molecule [Source:HGNC Symbol;Acc:1692]
0.0000001	0.3942796	0.820	0.757	0.0011596	0	UBC	ENSG00000150991	protein_coding	ubiquitin C [Source:HGNC Symbol;Acc:12468]
0.0000001	0.7748814	0.552	0.386	0.0011887	0	HERPUD1	ENSG00000051108	protein_coding	homocysteine-inducible, endoplasmic reticulum stress-inducible, ubiquitin-like domain member 1 [Source:HGNC Symbol;Acc:13744]
0.0000001	1.3689974	0.289	0.129	0.0015410	0	MT2A	ENSG00000125148	protein_coding	metallothionein 2A [Source:HGNC Symbol;Acc:7406]
0.0000001	0.3820721	0.330	0.157	0.0017943	0	CD164	ENSG00000135535	protein_coding	CD164 molecule, sialomucin [Source:HGNC Symbol;Acc:1632]
0.0000001	0.3745252	0.737	0.580	0.0019024	0	GSN	ENSG00000148180	protein_coding	gelsolin [Source:HGNC Symbol;Acc:4620]
0.0000002	0.5855491	0.495	0.320	0.0039590	0	RASD1	ENSG00000108551	protein_coding	RAS, dexamethasone-induced 1 [Source:HGNC Symbol;Acc:15828]
0.0000004	0.2908685	0.268	0.114	0.0057141	0	WFDC1	ENSG00000103175	protein_coding	WAP four-disulfide core domain 1 [Source:HGNC Symbol;Acc:15466]
0.0000004	0.4121546	0.727	0.622	0.0061803	0	GLUL	ENSG00000135821	protein_coding	glutamate-ammonia ligase [Source:HGNC Symbol;Acc:4341]
0.0000004	0.3781420	0.387	0.212	0.0064157	0	DNAJB1	ENSG00000132002	protein_coding	DnaJ (Hsp40) homolog, subfamily B, member 1 [Source:HGNC Symbol;Acc:5270]
0.0000005	0.2767141	0.840	0.708	0.0085764	0	LGALS1	ENSG00000100097	protein_coding	lectin, galactoside-binding, soluble, 1 [Source:HGNC Symbol;Acc:6561]
0.0000007	0.6521251	0.758	0.678	0.0107473	0	CST3	ENSG00000101439	protein_coding	cystatin C [Source:HGNC Symbol;Acc:2475]
0.0000010	0.4872524	0.567	0.406	0.0168030	0	WIF1	ENSG00000156076	protein_coding	WNT inhibitory factor 1 [Source:HGNC Symbol;Acc:18081]
0.0000011	0.2998239	0.861	0.796	0.0180460	0	LAMTOR5	ENSG00000134248	protein_coding	late endosomal/lysosomal adaptor, MAPK and MTOR activator 5 [Source:HGNC Symbol;Acc:17955]
0.0000016	0.3833972	0.351	0.182	0.0265247	0	TIMP1	ENSG00000102265	protein_coding	TIMP metallopeptidase inhibitor 1 [Source:HGNC Symbol;Acc:11820]
0.0000017	0.2910808	0.263	0.118	0.0269880	0	IRF1	ENSG00000125347	protein_coding	interferon regulatory factor 1 [Source:HGNC Symbol;Acc:6116]
0.0000017	0.3338902	0.851	0.751	0.0275641	0	LAPTM4A	ENSG00000068697	protein_coding	lysosomal protein transmembrane 4 alpha [Source:HGNC Symbol;Acc:6924]
0.0000018	0.3822258	0.268	0.131	0.0292606	0	ETV5	ENSG00000244405	protein_coding	ets variant 5 [Source:HGNC Symbol;Acc:3494]
0.0000025	0.3355367	0.294	0.147	0.0405794	0	EMID1	ENSG00000186998	protein_coding	EMI domain containing 1 [Source:HGNC Symbol;Acc:18036]
0.0000030	0.3950252	0.485	0.316	0.0483480	0	EMP3	ENSG00000142227	protein_coding	epithelial membrane protein 3 [Source:HGNC Symbol;Acc:3335]
0.0000047	0.2716364	0.995	1.000	0.0764131	0	FTH1	ENSG00000167996	protein_coding	ferritin, heavy polypeptide 1 [Source:HGNC Symbol;Acc:3976]
0.0000054	0.3294975	0.557	0.394	0.0878007	0	SCP2	ENSG00000116171	protein_coding	sterol carrier protein 2 [Source:HGNC Symbol;Acc:10606]
0.0000058	0.4537744	0.598	0.475	0.0927997	0	MYL12A	ENSG00000101608	protein_coding	myosin, light chain 12A, regulatory, non-sarcomeric [Source:HGNC Symbol;Acc:16701]
0.0000060	0.3670585	0.608	0.475	0.0967419	0	COL6A3	ENSG00000163359	protein_coding	collagen, type VI, alpha 3 [Source:HGNC Symbol;Acc:2213]
0.0000064	0.3185570	0.624	0.463	0.1035577	0	SEPW1	ENSG00000178980	protein_coding	selenoprotein W, 1 [Source:HGNC Symbol;Acc:10752]
0.0000089	0.3108801	0.273	0.137	0.1431675	0	MYADM	ENSG00000179820	protein_coding	myeloid-associated differentiation marker [Source:HGNC Symbol;Acc:7544]
0.0000091	0.4168543	0.407	0.269	0.1465496	0	POLE4	ENSG00000115350	protein_coding	polymerase (DNA-directed), epsilon 4, accessory subunit [Source:HGNC Symbol;Acc:18755]
0.0000098	0.3170073	0.345	0.192	0.1581176	0	LMNA	ENSG00000160789	protein_coding	lamin A/C [Source:HGNC Symbol;Acc:6636]
0.0000099	0.4364713	0.552	0.406	0.1594152	0	CCNL1	ENSG00000163660	protein_coding	cyclin L1 [Source:HGNC Symbol;Acc:20569]
0.0000115	0.4951614	0.675	0.569	0.1862163	0	TSC22D1	ENSG00000102804	protein_coding	TSC22 domain family, member 1 [Source:HGNC Symbol;Acc:16826]
0.0000230	0.3772342	0.356	0.220	0.3717059	0	APCDD1	ENSG00000154856	protein_coding	adenomatosis polyposis coli down-regulated 1 [Source:HGNC Symbol;Acc:15718]
0.0000285	0.3373207	0.402	0.259	0.4599128	0	USP47	ENSG00000170242	protein_coding	ubiquitin specific peptidase 47 [Source:HGNC Symbol;Acc:20076]
0.0000310	0.3266013	0.789	0.724	0.5006074	0	TCF4	ENSG00000196628	protein_coding	transcription factor 4 [Source:HGNC Symbol;Acc:11634]
0.0000324	0.2755358	0.464	0.308	0.5223267	0	CD82	ENSG00000085117	protein_coding	CD82 molecule [Source:HGNC Symbol;Acc:6210]
0.0000381	0.3096673	0.433	0.286	0.6155112	0	NUPR1	ENSG00000176046	protein_coding	nuclear protein, transcriptional regulator, 1 [Source:HGNC Symbol;Acc:29990]
0.0000438	0.3366349	0.263	0.145	0.7070197	0	CIB1	ENSG00000185043	protein_coding	calcium and integrin binding 1 (calmyrin) [Source:HGNC Symbol;Acc:16920]
0.0000838	0.2901145	0.392	0.247	1.0000000	0	LTC4S	ENSG00000213316	protein_coding	leukotriene C4 synthase [Source:HGNC Symbol;Acc:6719]
0.0001081	0.2949139	0.325	0.204	1.0000000	0	PPT1	ENSG00000131238	protein_coding	palmitoyl-protein thioesterase 1 [Source:HGNC Symbol;Acc:9325]
0.0001110	0.3113529	0.567	0.449	1.0000000	0	C7orf73	ENSG00000243317	protein_coding	chromosome 7 open reading frame 73 [Source:HGNC Symbol;Acc:41909]
0.0001277	0.2630657	0.330	0.206	1.0000000	0	TMEM179B	ENSG00000185475	protein_coding	transmembrane protein 179B [Source:HGNC Symbol;Acc:33744]
0.0001491	0.2755375	0.701	0.606	1.0000000	0	TMEM59	ENSG00000116209	protein_coding	transmembrane protein 59 [Source:HGNC Symbol;Acc:1239]
0.0001832	0.3430974	0.629	0.545	1.0000000	0	SELK	ENSG00000113811	protein_coding	Selenoprotein K [Source:UniProtKB/Swiss-Prot;Acc:Q9Y6D0]
0.0001901	0.2968702	0.392	0.269	1.0000000	0	SDC2	ENSG00000169439	protein_coding	syndecan 2 [Source:HGNC Symbol;Acc:10659]
0.0002150	0.3054636	0.392	0.271	1.0000000	0	SELT	ENSG00000198843	protein_coding	Selenoprotein T [Source:UniProtKB/Swiss-Prot;Acc:P62341]
0.0002370	0.2730428	0.340	0.216	1.0000000	0	SH3BGRL	ENSG00000131171	protein_coding	SH3 domain binding glutamic acid-rich protein like [Source:HGNC Symbol;Acc:10823]
0.0002480	0.2760355	0.314	0.198	1.0000000	0	DPP7	ENSG00000176978	protein_coding	dipeptidyl-peptidase 7 [Source:HGNC Symbol;Acc:14892]
0.0002845	0.2872252	0.351	0.229	1.0000000	0	FZD7	ENSG00000155760	protein_coding	frizzled family receptor 7 [Source:HGNC Symbol;Acc:4045]
0.0003504	0.2627918	0.325	0.206	1.0000000	0	APLP2	ENSG00000084234	protein_coding	amyloid beta (A4) precursor-like protein 2 [Source:HGNC Symbol;Acc:598]
0.0005243	0.3073686	0.268	0.161	1.0000000	0	TOB1	ENSG00000141232	protein_coding	transducer of ERBB2, 1 [Source:HGNC Symbol;Acc:11979]
0.0005786	0.3181873	0.588	0.475	1.0000000	0	SNHG9	ENSG00000255198	lincRNA	small nucleolar RNA host gene 9 (non-protein coding) [Source:HGNC Symbol;Acc:33102]
0.0006548	0.5236371	0.381	0.269	1.0000000	0	PTGDS	ENSG00000107317	protein_coding	prostaglandin D2 synthase 21kDa (brain) [Source:HGNC Symbol;Acc:9592]
0.0006573	0.2616764	0.825	0.800	1.0000000	0	OAZ1	ENSG00000104904	protein_coding	ornithine decarboxylase antizyme 1 [Source:HGNC Symbol;Acc:8095]
0.0007121	0.2819895	0.479	0.367	1.0000000	0	TMBIM4.1	NA	NA	NA
0.0008950	0.2722250	0.454	0.335	1.0000000	0	PRKAR1A	ENSG00000108946	protein_coding	protein kinase, cAMP-dependent, regulatory, type I, alpha [Source:HGNC Symbol;Acc:9388]
0.0009415	0.2967967	0.263	0.161	1.0000000	0	GRN	ENSG00000030582	protein_coding	granulin [Source:HGNC Symbol;Acc:4601]
0.0010082	0.3591755	0.263	0.159	1.0000000	0	SOCS3	ENSG00000184557	protein_coding	suppressor of cytokine signaling 3 [Source:HGNC Symbol;Acc:19391]
0.0010599	0.3351295	0.325	0.222	1.0000000	0	PNRC1	ENSG00000146278	protein_coding	proline-rich nuclear receptor coactivator 1 [Source:HGNC Symbol;Acc:17278]
0.0015604	0.2714301	0.258	0.163	1.0000000	0	ST5	ENSG00000166444	protein_coding	suppression of tumorigenicity 5 [Source:HGNC Symbol;Acc:11350]
0.0017386	0.3978144	0.268	0.173	1.0000000	0	YWHAH	ENSG00000128245	protein_coding	tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein, eta [Source:HGNC Symbol;Acc:12853]
0.0019639	0.5584791	0.284	0.198	1.0000000	0	NFKBIA	ENSG00000100906	protein_coding	nuclear factor of kappa light polypeptide gene enhancer in B-cells inhibitor, alpha [Source:HGNC Symbol;Acc:7797]
0.0022798	0.6873526	0.485	0.416	1.0000000	0	PGM5-AS1	ENSG00000224958	antisense	PGM5 antisense RNA 1 [Source:HGNC Symbol;Acc:44181]
0.0024174	0.2624935	0.304	0.216	1.0000000	0	CD99	ENSG00000002586	protein_coding	CD99 molecule [Source:HGNC Symbol;Acc:7082]
0.0024240	0.3240651	0.309	0.222	1.0000000	0	PMP22	ENSG00000109099	protein_coding	peripheral myelin protein 22 [Source:HGNC Symbol;Acc:9118]
0.0027744	0.3248506	0.459	0.365	1.0000000	0	TPM4	ENSG00000167460	protein_coding	tropomyosin 4 [Source:HGNC Symbol;Acc:12013]
0.0029719	0.4509314	0.268	0.180	1.0000000	0	TSC22D3	ENSG00000157514	protein_coding	TSC22 domain family, member 3 [Source:HGNC Symbol;Acc:3051]
0.0030335	0.2560628	0.407	0.318	1.0000000	0	TRAM1	ENSG00000067167	protein_coding	translocation associated membrane protein 1 [Source:HGNC Symbol;Acc:20568]
0.0035350	0.2693065	0.371	0.273	1.0000000	0	SNX3	ENSG00000112335	protein_coding	sorting nexin 3 [Source:HGNC Symbol;Acc:11174]
0.0058804	0.2847571	0.459	0.371	1.0000000	0	ATP6V0E1	ENSG00000113732	protein_coding	ATPase, H+ transporting, lysosomal 9kDa, V0 subunit e1 [Source:HGNC Symbol;Acc:863]
0.0065790	0.2722562	0.474	0.390	1.0000000	0	MCL1	ENSG00000143384	protein_coding	myeloid cell leukemia sequence 1 (BCL2-related) [Source:HGNC Symbol;Acc:6943]
0.0078357	0.3046902	0.278	0.198	1.0000000	0	KLF6	ENSG00000067082	protein_coding	Kruppel-like factor 6 [Source:HGNC Symbol;Acc:2235]
0.0099030	0.2551157	0.582	0.539	1.0000000	0	INADL	ENSG00000132849	protein_coding	InaD-like (Drosophila) [Source:HGNC Symbol;Acc:28881]
0.0000000	0.3841986	1.000	1.000	0.0000000	1	MT-CO2	ENSG00000198712	protein_coding	mitochondrially encoded cytochrome c oxidase II [Source:HGNC Symbol;Acc:7421]
0.0000000	0.3651224	1.000	1.000	0.0000000	1	MT-CYB	ENSG00000198727	protein_coding	mitochondrially encoded cytochrome b [Source:HGNC Symbol;Acc:7427]
0.0000000	0.4142671	1.000	1.000	0.0000000	1	MT-ND3	ENSG00000198840	protein_coding	mitochondrially encoded NADH dehydrogenase 3 [Source:HGNC Symbol;Acc:7458]
0.0000000	0.3636219	1.000	1.000	0.0000000	1	MT-ND4	ENSG00000198886	protein_coding	mitochondrially encoded NADH dehydrogenase 4 [Source:HGNC Symbol;Acc:7459]
0.0000000	0.3601502	1.000	1.000	0.0000000	1	MT-CO3	ENSG00000198938	protein_coding	mitochondrially encoded cytochrome c oxidase III [Source:HGNC Symbol;Acc:7422]
0.0000000	0.3326403	1.000	1.000	0.0000000	1	MT-CO1	ENSG00000198804	protein_coding	mitochondrially encoded cytochrome c oxidase I [Source:HGNC Symbol;Acc:7419]
0.0000000	0.3471812	1.000	1.000	0.0000000	1	MT-ATP6	ENSG00000198899	protein_coding	mitochondrially encoded ATP synthase 6 [Source:HGNC Symbol;Acc:7414]
0.0000000	0.3280933	1.000	0.998	0.0000000	1	MT-ND2	ENSG00000198763	protein_coding	mitochondrially encoded NADH dehydrogenase 2 [Source:HGNC Symbol;Acc:7456]
0.0000000	0.2992327	1.000	0.983	0.0000000	1	MT-ND5	ENSG00000198786	protein_coding	mitochondrially encoded NADH dehydrogenase 5 [Source:HGNC Symbol;Acc:7461]
0.0000000	0.2985259	1.000	0.996	0.0000000	1	MT-ND1	ENSG00000198888	protein_coding	mitochondrially encoded NADH dehydrogenase 1 [Source:HGNC Symbol;Acc:7455]
0.0000000	0.2675047	1.000	0.981	0.0000035	1	RPLP0	ENSG00000089157	protein_coding	ribosomal protein, large, P0 [Source:HGNC Symbol;Acc:10371]
0.0000000	0.2626756	0.964	0.862	0.0004374	1	MT-ND4L	ENSG00000212907	protein_coding	mitochondrially encoded NADH dehydrogenase 4L [Source:HGNC Symbol;Acc:7460]
0.0000101	0.3271480	0.687	0.506	0.1637635	1	TNC	ENSG00000041982	protein_coding	tenascin C [Source:HGNC Symbol;Acc:5318]
0.0000455	0.2617798	0.837	0.717	0.7336773	1	MT-ND6	ENSG00000198695	protein_coding	mitochondrially encoded NADH dehydrogenase 6 [Source:HGNC Symbol;Acc:7462]
0.0041201	0.2883507	0.506	0.403	1.0000000	1	RP11-304L19.5	ENSG00000260260	lincRNA
0.0000000	1.4930662	0.909	0.358	0.0000000	2	STMN2	ENSG00000104435	protein_coding	stathmin-like 2 [Source:HGNC Symbol;Acc:10577]
0.0000000	1.3441148	0.524	0.050	0.0000000	2	STMN4	ENSG00000015592	protein_coding	stathmin-like 4 [Source:HGNC Symbol;Acc:16078]
0.0000000	1.3180340	0.993	0.943	0.0000000	2	DBI	ENSG00000155368	protein_coding	diazepam binding inhibitor (GABA receptor modulator, acyl-CoA binding protein) [Source:HGNC Symbol;Acc:2690]
0.0000000	1.1990175	0.650	0.116	0.0000000	2	GNG3	ENSG00000162188	protein_coding	guanine nucleotide binding protein (G protein), gamma 3 [Source:HGNC Symbol;Acc:4405]
0.0000000	1.0369078	1.000	0.881	0.0000000	2	TUBA1A	ENSG00000167552	protein_coding	tubulin, alpha 1a [Source:HGNC Symbol;Acc:20766]
0.0000000	0.9243643	0.958	0.750	0.0000000	2	MAP1B	ENSG00000131711	protein_coding	microtubule-associated protein 1B [Source:HGNC Symbol;Acc:6836]
0.0000000	0.9239758	0.531	0.105	0.0000000	2	NHLH1	ENSG00000171786	protein_coding	nescient helix loop helix 1 [Source:HGNC Symbol;Acc:7817]
0.0000000	1.0078042	0.797	0.339	0.0000000	2	SSTR2	ENSG00000180616	protein_coding	somatostatin receptor 2 [Source:HGNC Symbol;Acc:11331]
0.0000000	0.9002230	0.888	0.485	0.0000000	2	MLLT11	ENSG00000213190	protein_coding	myeloid/lymphoid or mixed-lineage leukemia (trithorax homolog, Drosophila); translocated to, 11 [Source:HGNC Symbol;Acc:16997]
0.0000000	1.0693083	0.636	0.207	0.0000000	2	TAL2	ENSG00000186051	protein_coding	T-cell acute lymphocytic leukemia 2 [Source:HGNC Symbol;Acc:11557]
0.0000000	1.0182772	0.538	0.139	0.0000000	2	CASP3	ENSG00000164305	protein_coding	caspase 3, apoptosis-related cysteine peptidase [Source:HGNC Symbol;Acc:1504]
0.0000000	1.0222901	0.888	0.642	0.0000000	2	NNAT	ENSG00000053438	protein_coding	neuronatin [Source:HGNC Symbol;Acc:7860]
0.0000000	0.8970429	0.643	0.223	0.0000000	2	CAMK2B	ENSG00000058404	protein_coding	calcium/calmodulin-dependent protein kinase II beta [Source:HGNC Symbol;Acc:1461]
0.0000000	0.9229970	0.462	0.100	0.0000000	2	NEUROD1	ENSG00000162992	protein_coding	neuronal differentiation 1 [Source:HGNC Symbol;Acc:7762]
0.0000000	0.8350796	0.762	0.333	0.0000000	2	MAP1LC3A	ENSG00000101460	protein_coding	microtubule-associated protein 1 light chain 3 alpha [Source:HGNC Symbol;Acc:6838]
0.0000000	0.5715624	1.000	0.998	0.0000000	2	MALAT1	ENSG00000251562	lincRNA	metastasis associated lung adenocarcinoma transcript 1 (non-protein coding) [Source:HGNC Symbol;Acc:29665]
0.0000000	0.8764213	0.573	0.194	0.0000000	2	THSD7A	ENSG00000005108	protein_coding	thrombospondin, type I, domain containing 7A [Source:HGNC Symbol;Acc:22207]
0.0000000	0.8105527	0.825	0.433	0.0000000	2	TUBB2B	ENSG00000137285	protein_coding	tubulin, beta 2B class IIb [Source:HGNC Symbol;Acc:30829]
0.0000000	0.5321294	1.000	0.998	0.0000000	2	TMSB10	ENSG00000034510	protein_coding	thymosin beta 10 [Source:HGNC Symbol;Acc:11879]
0.0000000	0.6664526	0.979	0.907	0.0000000	2	SOX4	ENSG00000124766	protein_coding	SRY (sex determining region Y)-box 4 [Source:HGNC Symbol;Acc:11200]
0.0000000	0.7258193	0.986	0.900	0.0000000	2	S100A6	ENSG00000197956	protein_coding	S100 calcium binding protein A6 [Source:HGNC Symbol;Acc:10496]
0.0000000	0.5418486	1.000	0.959	0.0000000	2	STMN1	ENSG00000117632	protein_coding	stathmin 1 [Source:HGNC Symbol;Acc:6510]
0.0000000	0.6177406	0.930	0.563	0.0000000	2	GAP43	ENSG00000172020	protein_coding	growth associated protein 43 [Source:HGNC Symbol;Acc:4140]
0.0000000	0.7168177	0.455	0.123	0.0000000	2	TUBB2A	ENSG00000137267	protein_coding	tubulin, beta 2A class IIa [Source:HGNC Symbol;Acc:12412]
0.0000000	0.7762722	0.720	0.353	0.0000000	2	EPHB6	ENSG00000106123	protein_coding	EPH receptor B6 [Source:HGNC Symbol;Acc:3396]
0.0000000	0.5707332	0.958	0.775	0.0000000	2	PRDX5	ENSG00000126432	protein_coding	peroxiredoxin 5 [Source:HGNC Symbol;Acc:9355]
0.0000000	0.4360842	1.000	0.977	0.0000000	2	H3F3B	ENSG00000132475	protein_coding	H3 histone, family 3B (H3.3B) [Source:HGNC Symbol;Acc:4765]
0.0000000	0.7191133	0.587	0.217	0.0000000	2	NOVA1	ENSG00000139910	protein_coding	neuro-oncological ventral antigen 1 [Source:HGNC Symbol;Acc:7886]
0.0000000	0.4934935	0.329	0.064	0.0000000	2	ST18	ENSG00000147488	protein_coding	suppression of tumorigenicity 18 (breast carcinoma) (zinc finger protein) [Source:HGNC Symbol;Acc:18695]
0.0000000	1.1606423	0.706	0.380	0.0000000	2	PEG10	ENSG00000242265	protein_coding	paternally expressed 10 [Source:HGNC Symbol;Acc:14005]
0.0000000	0.5666941	0.308	0.055	0.0000000	2	LURAP1L	ENSG00000153714	protein_coding	leucine rich adaptor protein 1-like [Source:HGNC Symbol;Acc:31452]
0.0000000	0.3254586	1.000	1.000	0.0000000	2	TMSB4X	ENSG00000205542	protein_coding	thymosin beta 4, X-linked [Source:HGNC Symbol;Acc:11881]
0.0000000	0.6473856	0.713	0.349	0.0000000	2	OCIAD2	ENSG00000145247	protein_coding	OCIA domain containing 2 [Source:HGNC Symbol;Acc:28685]
0.0000000	0.4061101	0.287	0.046	0.0000000	2	ATCAY	ENSG00000167654	protein_coding	ataxia, cerebellar, Cayman type [Source:HGNC Symbol;Acc:779]
0.0000000	0.4564789	0.280	0.046	0.0000000	2	BTBD17	ENSG00000204347	protein_coding	BTB (POZ) domain containing 17 [Source:HGNC Symbol;Acc:33758]
0.0000000	0.6803650	0.839	0.561	0.0000000	2	GPM6A	ENSG00000150625	protein_coding	glycoprotein M6A [Source:HGNC Symbol;Acc:4460]
0.0000000	0.4784003	0.259	0.039	0.0000000	2	LINC00599	ENSG00000253230	lincRNA	long intergenic non-protein coding RNA 599 [Source:HGNC Symbol;Acc:27231]
0.0000000	0.3347263	1.000	0.998	0.0000000	2	FTH1	ENSG00000167996	protein_coding	ferritin, heavy polypeptide 1 [Source:HGNC Symbol;Acc:3976]
0.0000000	0.6074616	0.776	0.483	0.0000000	2	SYT1	ENSG00000067715	protein_coding	synaptotagmin I [Source:HGNC Symbol;Acc:11509]
0.0000000	0.6709926	0.573	0.237	0.0000000	2	GNB3	ENSG00000111664	protein_coding	guanine nucleotide binding protein (G protein), beta polypeptide 3 [Source:HGNC Symbol;Acc:4400]
0.0000000	0.4016902	1.000	0.979	0.0000000	2	MYL6	ENSG00000092841	protein_coding	myosin, light chain 6, alkali, smooth muscle and non-muscle [Source:HGNC Symbol;Acc:7587]
0.0000000	0.4997322	0.399	0.114	0.0000000	2	AQP3	ENSG00000165272	protein_coding	aquaporin 3 (Gill blood group) [Source:HGNC Symbol;Acc:636]
0.0000000	0.5249811	0.392	0.112	0.0000000	2	IDS	ENSG00000010404	protein_coding	iduronate 2-sulfatase [Source:HGNC Symbol;Acc:5389]
0.0000000	0.5249811	0.392	0.112	0.0000000	2	IDS	ENSG00000241489	protein_coding	Iduronate 2-sulfatase (Hunter syndrome), isoform CRA_e; Iduronate 2-sulfatase 14 kDa chain; cDNA FLJ42669 fis, clone BRAMY2022168, highly similar to IDURONATE 2-SULFATASE [Source:UniProtKB/TrEMBL;Acc:B3KWA1]
0.0000000	0.5055298	0.301	0.066	0.0000000	2	KIAA1324	ENSG00000116299	protein_coding	KIAA1324 [Source:HGNC Symbol;Acc:29618]
0.0000000	0.5786069	0.343	0.089	0.0000000	2	FEZF1-AS1	ENSG00000230316	antisense	FEZF1 antisense RNA 1 [Source:HGNC Symbol;Acc:41001]
0.0000000	0.6470401	0.622	0.308	0.0000000	2	FAM57B	ENSG00000149926	protein_coding	family with sequence similarity 57, member B [Source:HGNC Symbol;Acc:25295]
0.0000000	0.5867169	0.441	0.148	0.0000000	2	GRIA2	ENSG00000120251	protein_coding	glutamate receptor, ionotropic, AMPA 2 [Source:HGNC Symbol;Acc:4572]
0.0000000	0.4981330	0.448	0.157	0.0000000	2	MAP2	ENSG00000078018	protein_coding	microtubule-associated protein 2 [Source:HGNC Symbol;Acc:6839]
0.0000000	0.5880377	0.545	0.248	0.0000000	2	ENO2	ENSG00000111674	protein_coding	enolase 2 (gamma, neuronal) [Source:HGNC Symbol;Acc:3353]
0.0000000	0.5700257	0.427	0.152	0.0000000	2	SYT11	ENSG00000132718	protein_coding	synaptotagmin XI [Source:HGNC Symbol;Acc:19239]
0.0000000	0.4460745	0.301	0.075	0.0000000	2	RAP1GAP2	ENSG00000132359	protein_coding	RAP1 GTPase activating protein 2 [Source:HGNC Symbol;Acc:29176]
0.0000000	0.4908334	0.937	0.813	0.0000000	2	MARCKSL1	ENSG00000175130	protein_coding	MARCKS-like 1 [Source:HGNC Symbol;Acc:7142]
0.0000000	0.5875661	0.643	0.365	0.0000000	2	SYP	ENSG00000102003	protein_coding	synaptophysin [Source:HGNC Symbol;Acc:11506]
0.0000000	0.4951082	0.392	0.132	0.0000000	2	MFAP2	ENSG00000117122	protein_coding	microfibrillar-associated protein 2 [Source:HGNC Symbol;Acc:7033]
0.0000000	0.5492577	0.832	0.588	0.0000000	2	VAMP2	ENSG00000220205	protein_coding	vesicle-associated membrane protein 2 (synaptobrevin 2) [Source:HGNC Symbol;Acc:12643]
0.0000000	0.4894254	0.448	0.171	0.0000000	2	TAGLN2	ENSG00000158710	protein_coding	transgelin 2 [Source:HGNC Symbol;Acc:11554]
0.0000000	0.4443744	0.986	0.973	0.0000000	2	NDUFA4	ENSG00000189043	protein_coding	NADH dehydrogenase (ubiquinone) 1 alpha subcomplex, 4, 9kDa [Source:HGNC Symbol;Acc:7687]
0.0000000	0.5133631	0.399	0.146	0.0000000	2	SLC35F3	ENSG00000183780	protein_coding	solute carrier family 35, member F3 [Source:HGNC Symbol;Acc:23616]
0.0000000	0.6243033	0.580	0.291	0.0000000	2	TCEAL7	ENSG00000182916	protein_coding	transcription elongation factor A (SII)-like 7 [Source:HGNC Symbol;Acc:28336]
0.0000000	0.5825907	0.664	0.376	0.0000000	2	PRCD	ENSG00000214140	protein_coding	progressive rod-cone degeneration [Source:HGNC Symbol;Acc:32528]
0.0000000	0.5547036	0.657	0.367	0.0000000	2	SOCS2	ENSG00000120833	protein_coding	suppressor of cytokine signaling 2 [Source:HGNC Symbol;Acc:19382]
0.0000000	0.6228066	0.587	0.299	0.0000000	2	CADPS	ENSG00000163618	protein_coding	Ca++-dependent secretion activator [Source:HGNC Symbol;Acc:1426]
0.0000000	0.3835353	0.266	0.064	0.0000000	2	GPC5	ENSG00000179399	protein_coding	glypican 5 [Source:HGNC Symbol;Acc:4453]
0.0000000	0.4131625	0.273	0.070	0.0000000	2	NEUROD4	ENSG00000123307	protein_coding	neuronal differentiation 4 [Source:HGNC Symbol;Acc:13802]
0.0000000	0.5621408	0.867	0.645	0.0000000	2	CRABP2	ENSG00000143320	protein_coding	cellular retinoic acid binding protein 2 [Source:HGNC Symbol;Acc:2339]
0.0000000	0.5482792	0.448	0.185	0.0000000	2	INSM1	ENSG00000173404	protein_coding	insulinoma-associated 1 [Source:HGNC Symbol;Acc:6090]
0.0000000	0.5052701	0.531	0.242	0.0000001	2	ELAVL3	ENSG00000196361	protein_coding	ELAV like neuron-specific RNA binding protein 3 [Source:HGNC Symbol;Acc:3314]
0.0000000	0.5108872	0.538	0.253	0.0000001	2	IMPG2	ENSG00000081148	protein_coding	interphotoreceptor matrix proteoglycan 2 [Source:HGNC Symbol;Acc:18362]
0.0000000	0.5836314	0.517	0.262	0.0000001	2	UCHL1	ENSG00000154277	protein_coding	ubiquitin carboxyl-terminal esterase L1 (ubiquitin thiolesterase) [Source:HGNC Symbol;Acc:12513]
0.0000000	0.4996257	0.643	0.355	0.0000001	2	MAP1LC3B	ENSG00000140941	protein_coding	microtubule-associated protein 1 light chain 3 beta [Source:HGNC Symbol;Acc:13352]
0.0000000	0.6214944	0.538	0.257	0.0000001	2	TPPP3	ENSG00000159713	protein_coding	tubulin polymerization-promoting protein family member 3 [Source:HGNC Symbol;Acc:24162]
0.0000000	0.4129162	0.357	0.119	0.0000002	2	PEX5L	ENSG00000114757	protein_coding	peroxisomal biogenesis factor 5-like [Source:HGNC Symbol;Acc:30024]
0.0000000	0.4966205	0.455	0.189	0.0000002	2	ABCA1	ENSG00000165029	protein_coding	ATP-binding cassette, sub-family A (ABC1), member 1 [Source:HGNC Symbol;Acc:29]
0.0000000	0.5154272	0.706	0.447	0.0000003	2	SEZ6L	ENSG00000100095	protein_coding	seizure related 6 homolog (mouse)-like [Source:HGNC Symbol;Acc:10763]
0.0000000	0.2738959	0.993	0.986	0.0000003	2	SRP14	ENSG00000140319	protein_coding	signal recognition particle 14kDa (homologous Alu RNA binding protein) [Source:HGNC Symbol;Acc:11299]
0.0000000	0.4721136	0.308	0.096	0.0000003	2	CAMK2N1	ENSG00000162545	protein_coding	calcium/calmodulin-dependent protein kinase II inhibitor 1 [Source:HGNC Symbol;Acc:24190]
0.0000000	0.4744167	0.322	0.103	0.0000004	2	HIST1H2AC	ENSG00000180573	protein_coding	histone cluster 1, H2ac [Source:HGNC Symbol;Acc:4733]
0.0000000	0.5462223	0.455	0.201	0.0000004	2	TRIM2	ENSG00000109654	protein_coding	tripartite motif containing 2 [Source:HGNC Symbol;Acc:15974]
0.0000000	0.4609128	0.357	0.127	0.0000007	2	HIST2H2BE	ENSG00000184678	protein_coding	histone cluster 2, H2be [Source:HGNC Symbol;Acc:4760]
0.0000000	0.3901654	0.916	0.725	0.0000008	2	TUBB	ENSG00000196230	protein_coding	tubulin, beta class I [Source:HGNC Symbol;Acc:20778]
0.0000000	0.4189319	0.895	0.690	0.0000010	2	KIF5C	ENSG00000168280	protein_coding	kinesin family member 5C [Source:HGNC Symbol;Acc:6325]
0.0000000	0.4956970	0.385	0.152	0.0000011	2	DYNC1I1	ENSG00000158560	protein_coding	dynein, cytoplasmic 1, intermediate chain 1 [Source:HGNC Symbol;Acc:2963]
0.0000000	0.6323650	0.755	0.542	0.0000014	2	CHGB	ENSG00000089199	protein_coding	chromogranin B (secretogranin 1) [Source:HGNC Symbol;Acc:1930]
0.0000000	0.3707039	0.301	0.093	0.0000015	2	NLRP1	ENSG00000091592	protein_coding	NLR family, pyrin domain containing 1 [Source:HGNC Symbol;Acc:14374]
0.0000000	0.3841832	0.259	0.071	0.0000016	2	TACC2	ENSG00000138162	protein_coding	transforming, acidic coiled-coil containing protein 2 [Source:HGNC Symbol;Acc:11523]
0.0000000	0.2875946	0.524	0.242	0.0000033	2	PTGDS	ENSG00000107317	protein_coding	prostaglandin D2 synthase 21kDa (brain) [Source:HGNC Symbol;Acc:9592]
0.0000000	0.4171520	0.336	0.121	0.0000045	2	ATP8A2	ENSG00000132932	protein_coding	ATPase, aminophospholipid transporter, class I, type 8A, member 2 [Source:HGNC Symbol;Acc:13533]
0.0000000	0.4938536	0.678	0.444	0.0000072	2	MAB21L2	ENSG00000181541	protein_coding	mab-21-like 2 (C. elegans) [Source:HGNC Symbol;Acc:6758]
0.0000000	0.4548977	0.315	0.112	0.0000120	2	KIF5A	ENSG00000155980	protein_coding	kinesin family member 5A [Source:HGNC Symbol;Acc:6323]
0.0000000	0.4819145	0.734	0.508	0.0000122	2	NEUROG1	ENSG00000181965	protein_coding	neurogenin 1 [Source:HGNC Symbol;Acc:7764]
0.0000000	0.3836275	0.510	0.246	0.0000191	2	IRF2BP2	ENSG00000168264	protein_coding	interferon regulatory factor 2 binding protein 2 [Source:HGNC Symbol;Acc:21729]
0.0000000	0.2813400	0.993	0.955	0.0000207	2	ACTG1	ENSG00000184009	protein_coding	actin, gamma 1 [Source:HGNC Symbol;Acc:144]
0.0000000	0.4723601	0.531	0.278	0.0000215	2	SNAP25	ENSG00000132639	protein_coding	synaptosomal-associated protein, 25kDa [Source:HGNC Symbol;Acc:11132]
0.0000000	0.4847617	0.392	0.162	0.0000222	2	PTH2	ENSG00000142538	protein_coding	parathyroid hormone 2 [Source:HGNC Symbol;Acc:30828]
0.0000000	0.2720383	0.259	0.077	0.0000360	2	STX12	ENSG00000117758	protein_coding	syntaxin 12 [Source:HGNC Symbol;Acc:11430]
0.0000000	0.3894792	0.364	0.148	0.0000392	2	PRR24	ENSG00000257704	protein_coding	proline rich 24 [Source:HGNC Symbol;Acc:27406]
0.0000000	0.4674997	0.608	0.371	0.0000468	2	BAZ2B	ENSG00000123636	protein_coding	bromodomain adjacent to zinc finger domain, 2B [Source:HGNC Symbol;Acc:963]
0.0000000	0.3368817	0.280	0.094	0.0000495	2	TAGLN3	ENSG00000144834	protein_coding	transgelin 3 [Source:HGNC Symbol;Acc:29868]
0.0000000	0.4143295	0.378	0.160	0.0000562	2	ATP1B2	ENSG00000129244	protein_coding	ATPase, Na+/K+ transporting, beta 2 polypeptide [Source:HGNC Symbol;Acc:805]
0.0000000	0.3214823	0.273	0.089	0.0000604	2	SRGAP3	ENSG00000196220	protein_coding	SLIT-ROBO Rho GTPase activating protein 3 [Source:HGNC Symbol;Acc:19744]
0.0000000	0.4359186	0.776	0.583	0.0000750	2	TERF2IP	ENSG00000166848	protein_coding	telomeric repeat binding factor 2, interacting protein [Source:HGNC Symbol;Acc:19246]
0.0000000	0.5018718	0.727	0.508	0.0000883	2	DYNC1I2	ENSG00000077380	protein_coding	dynein, cytoplasmic 1, intermediate chain 2 [Source:HGNC Symbol;Acc:2964]
0.0000000	0.4343064	0.490	0.246	0.0001044	2	SLITRK6	ENSG00000184564	protein_coding	SLIT and NTRK-like family, member 6 [Source:HGNC Symbol;Acc:23503]
0.0000000	0.4507132	0.664	0.453	0.0001749	2	PFN2	ENSG00000070087	protein_coding	profilin 2 [Source:HGNC Symbol;Acc:8882]
0.0000000	0.4078410	0.357	0.155	0.0002000	2	TFDP2	ENSG00000114126	protein_coding	transcription factor Dp-2 (E2F dimerization partner 2) [Source:HGNC Symbol;Acc:11751]
0.0000000	0.3051083	0.294	0.105	0.0002183	2	PTPRN	ENSG00000054356	protein_coding	protein tyrosine phosphatase, receptor type, N [Source:HGNC Symbol;Acc:9676]
0.0000000	0.2721218	0.336	0.130	0.0002438	2	NBEA	ENSG00000172915	protein_coding	neurobeachin [Source:HGNC Symbol;Acc:7648]
0.0000000	0.4035459	0.378	0.169	0.0002801	2	MMD	ENSG00000108960	protein_coding	monocyte to macrophage differentiation-associated [Source:HGNC Symbol;Acc:7153]
0.0000000	0.3050793	0.867	0.619	0.0003823	2	TUBB4B	ENSG00000188229	protein_coding	tubulin, beta 4B class IVb [Source:HGNC Symbol;Acc:20771]
0.0000000	0.4714117	0.280	0.102	0.0004155	2	LAMP5	ENSG00000125869	protein_coding	lysosomal-associated membrane protein family, member 5 [Source:HGNC Symbol;Acc:16097]
0.0000000	0.3890031	0.406	0.187	0.0004696	2	EBF1	ENSG00000164330	protein_coding	early B-cell factor 1 [Source:HGNC Symbol;Acc:3126]
0.0000000	0.2984590	0.287	0.103	0.0005430	2	PWAR6	ENSG00000257151	lincRNA	Prader Willi/Angelman region RNA 6 [Source:HGNC Symbol;Acc:49129]
0.0000000	0.5422846	0.441	0.226	0.0005586	2	C4orf48	ENSG00000243449	protein_coding	chromosome 4 open reading frame 48 [Source:HGNC Symbol;Acc:34437]
0.0000000	0.4062704	0.538	0.303	0.0006980	2	DPYSL3	ENSG00000113657	protein_coding	dihydropyrimidinase-like 3 [Source:HGNC Symbol;Acc:3015]
0.0000000	0.2674805	0.734	0.506	0.0007016	2	NEAT1	ENSG00000245532	lincRNA	nuclear paraspeckle assembly transcript 1 (non-protein coding) [Source:HGNC Symbol;Acc:30815]
0.0000000	0.3478794	0.874	0.667	0.0007648	2	CPE	ENSG00000109472	protein_coding	carboxypeptidase E [Source:HGNC Symbol;Acc:2303]
0.0000001	0.4047763	0.538	0.298	0.0008185	2	PLD3	ENSG00000105223	protein_coding	phospholipase D family, member 3 [Source:HGNC Symbol;Acc:17158]
0.0000001	0.4456895	0.413	0.201	0.0008405	2	ATP1A3	ENSG00000105409	protein_coding	ATPase, Na+/K+ transporting, alpha 3 polypeptide [Source:HGNC Symbol;Acc:801]
0.0000001	0.3188396	0.455	0.219	0.0010213	2	TRIM13	ENSG00000204977	protein_coding	tripartite motif containing 13 [Source:HGNC Symbol;Acc:9976]
0.0000001	0.4183384	0.455	0.234	0.0010397	2	RUFY3	ENSG00000018189	protein_coding	RUN and FYVE domain containing 3 [Source:HGNC Symbol;Acc:30285]
0.0000001	0.4019563	0.818	0.619	0.0011485	2	CXADR	ENSG00000154639	protein_coding	coxsackie virus and adenovirus receptor [Source:HGNC Symbol;Acc:2559]
0.0000001	0.3689766	0.350	0.157	0.0011552	2	NCAM1	ENSG00000149294	protein_coding	neural cell adhesion molecule 1 [Source:HGNC Symbol;Acc:7656]
0.0000001	0.4126261	0.573	0.351	0.0012098	2	ACLY	ENSG00000131473	protein_coding	ATP citrate lyase [Source:HGNC Symbol;Acc:115]
0.0000001	0.2516878	0.972	0.932	0.0012255	2	CCNI	ENSG00000118816	protein_coding	cyclin I [Source:HGNC Symbol;Acc:1595]
0.0000001	0.3545172	0.329	0.137	0.0014238	2	ELP4	ENSG00000109911	protein_coding	elongator acetyltransferase complex subunit 4 [Source:HGNC Symbol;Acc:1171]
0.0000001	0.3353419	0.350	0.155	0.0014887	2	SLC17A7	ENSG00000104888	protein_coding	solute carrier family 17 (vesicular glutamate transporter), member 7 [Source:HGNC Symbol;Acc:16704]
0.0000001	0.4396117	0.524	0.312	0.0016802	2	DRAXIN	ENSG00000162490	protein_coding	dorsal inhibitory axon guidance protein [Source:HGNC Symbol;Acc:25054]
0.0000001	0.3936334	0.671	0.462	0.0017351	2	SHOX2	ENSG00000168779	protein_coding	short stature homeobox 2 [Source:HGNC Symbol;Acc:10854]
0.0000001	0.3987638	0.706	0.451	0.0019070	2	JMJD1C	ENSG00000171988	protein_coding	jumonji domain containing 1C [Source:HGNC Symbol;Acc:12313]
0.0000001	0.3491229	0.846	0.715	0.0021368	2	ATP2B1	ENSG00000070961	protein_coding	ATPase, Ca++ transporting, plasma membrane 1 [Source:HGNC Symbol;Acc:814]
0.0000002	0.3415453	0.839	0.661	0.0028433	2	ZIC1	ENSG00000152977	protein_coding	Zic family member 1 [Source:HGNC Symbol;Acc:12872]
0.0000002	0.4481934	0.510	0.298	0.0032491	2	ATP6V0D1	ENSG00000159720	protein_coding	ATPase, H+ transporting, lysosomal 38kDa, V0 subunit d1 [Source:HGNC Symbol;Acc:13724]
0.0000002	0.4233880	0.420	0.216	0.0035110	2	TMEM176B	ENSG00000106565	protein_coding	transmembrane protein 176B [Source:HGNC Symbol;Acc:29596]
0.0000002	0.4070983	0.643	0.430	0.0036303	2	DYNLT1	ENSG00000146425	protein_coding	dynein, light chain, Tctex-type 1 [Source:HGNC Symbol;Acc:11697]
0.0000002	0.3739339	0.685	0.480	0.0037038	2	FAM96B	ENSG00000166595	protein_coding	family with sequence similarity 96, member B [Source:HGNC Symbol;Acc:24261]
0.0000002	0.3188824	0.448	0.230	0.0038605	2	FAM115A	ENSG00000198420	protein_coding	family with sequence similarity 115, member A [Source:HGNC Symbol;Acc:22201]
0.0000003	0.4064214	0.692	0.485	0.0040991	2	BASP1	ENSG00000176788	protein_coding	brain abundant, membrane attached signal protein 1 [Source:HGNC Symbol;Acc:957]
0.0000003	0.2664873	0.259	0.096	0.0042668	2	ZNF83	ENSG00000167766	protein_coding	zinc finger protein 83 [Source:HGNC Symbol;Acc:13158]
0.0000003	0.3926955	0.573	0.358	0.0047488	2	MYO1B	ENSG00000128641	protein_coding	myosin IB [Source:HGNC Symbol;Acc:7596]
0.0000003	0.3690021	0.706	0.478	0.0051049	2	HN1	ENSG00000189159	protein_coding	hematological and neurological expressed 1 [Source:HGNC Symbol;Acc:14569]
0.0000003	0.2868400	0.301	0.127	0.0053961	2	SPRY1	ENSG00000164056	protein_coding	sprouty homolog 1, antagonist of FGF signaling (Drosophila) [Source:HGNC Symbol;Acc:11269]
0.0000003	0.2900833	0.371	0.169	0.0054374	2	ACAP3	ENSG00000131584	protein_coding	ArfGAP with coiled-coil, ankyrin repeat and PH domains 3 [Source:HGNC Symbol;Acc:16754]
0.0000003	0.5018063	0.434	0.219	0.0056208	2	PTPRS	ENSG00000105426	protein_coding	protein tyrosine phosphatase, receptor type, S [Source:HGNC Symbol;Acc:9681]
0.0000004	0.3865779	0.804	0.610	0.0057920	2	MARCKS	ENSG00000155130	protein_coding	myristoylated alanine-rich protein kinase C substrate [Source:HGNC Symbol;Acc:6759]
0.0000004	0.3667517	0.713	0.480	0.0062508	2	ATRX	ENSG00000085224	protein_coding	alpha thalassemia/mental retardation syndrome X-linked [Source:HGNC Symbol;Acc:886]
0.0000004	0.2755772	0.280	0.109	0.0069403	2	ADAR	ENSG00000160710	protein_coding	adenosine deaminase, RNA-specific [Source:HGNC Symbol;Acc:225]
0.0000004	0.3272253	0.350	0.160	0.0069476	2	SLC22A17	ENSG00000092096	protein_coding	solute carrier family 22, member 17 [Source:HGNC Symbol;Acc:23095]
0.0000005	0.3778270	0.811	0.699	0.0080311	2	NFIA	ENSG00000162599	protein_coding	nuclear factor I/A [Source:HGNC Symbol;Acc:7784]
0.0000006	0.3111983	0.378	0.185	0.0093711	2	PHIP	ENSG00000146247	protein_coding	pleckstrin homology domain interacting protein [Source:HGNC Symbol;Acc:15673]
0.0000006	0.3175026	0.252	0.098	0.0101940	2	RP11-143K11.1	ENSG00000260248	lincRNA
0.0000008	0.2870903	0.958	0.888	0.0124153	2	TPI1	ENSG00000111669	protein_coding	triosephosphate isomerase 1 [Source:HGNC Symbol;Acc:12009]
0.0000008	0.4165678	0.483	0.294	0.0131119	2	CAMK1D	ENSG00000183049	protein_coding	calcium/calmodulin-dependent protein kinase ID [Source:HGNC Symbol;Acc:19341]
0.0000008	0.3822410	0.636	0.446	0.0136527	2	CCND2	ENSG00000118971	protein_coding	cyclin D2 [Source:HGNC Symbol;Acc:1583]
0.0000009	0.3408617	0.308	0.137	0.0143725	2	SOGA1	ENSG00000149639	protein_coding	suppressor of glucose, autophagy associated 1 [Source:HGNC Symbol;Acc:16111]
0.0000009	0.3346839	0.657	0.433	0.0152882	2	NREP	ENSG00000134986	protein_coding	neuronal regeneration related protein [Source:HGNC Symbol;Acc:16834]
0.0000010	0.3878927	0.517	0.314	0.0162522	2	RTN1	ENSG00000139970	protein_coding	reticulon 1 [Source:HGNC Symbol;Acc:10467]
0.0000011	0.3234028	0.329	0.153	0.0173239	2	WBP2	ENSG00000132471	protein_coding	WW domain binding protein 2 [Source:HGNC Symbol;Acc:12738]
0.0000012	0.3348678	0.636	0.430	0.0192078	2	ZNF385D	ENSG00000151789	protein_coding	zinc finger protein 385D [Source:HGNC Symbol;Acc:26191]
0.0000012	0.3385566	0.545	0.344	0.0196754	2	VKORC1	ENSG00000167397	protein_coding	vitamin K epoxide reductase complex, subunit 1 [Source:HGNC Symbol;Acc:23663]
0.0000014	0.3652573	0.301	0.139	0.0226286	2	TTLL7	ENSG00000137941	protein_coding	tubulin tyrosine ligase-like family, member 7 [Source:HGNC Symbol;Acc:26242]
0.0000015	0.3784118	0.713	0.490	0.0238471	2	OTX2	ENSG00000165588	protein_coding	orthodenticle homeobox 2 [Source:HGNC Symbol;Acc:8522]
0.0000016	0.3558721	0.497	0.287	0.0264972	2	STX3	ENSG00000166900	protein_coding	syntaxin 3 [Source:HGNC Symbol;Acc:11438]
0.0000017	0.4158144	0.490	0.289	0.0273099	2	AP5M1	ENSG00000053770	protein_coding	adaptor-related protein complex 5, mu 1 subunit [Source:HGNC Symbol;Acc:20192]
0.0000018	0.4320492	0.748	0.594	0.0284479	2	CDC42	ENSG00000070831	protein_coding	cell division cycle 42 [Source:HGNC Symbol;Acc:1736]
0.0000018	0.3385578	0.252	0.102	0.0290523	2	BSDC1	ENSG00000160058	protein_coding	BSD domain containing 1 [Source:HGNC Symbol;Acc:25501]
0.0000024	0.3443058	0.371	0.198	0.0383956	2	CBFA2T2	ENSG00000078699	protein_coding	core-binding factor, runt domain, alpha subunit 2; translocated to, 2 [Source:HGNC Symbol;Acc:1536]
0.0000024	0.2683529	0.357	0.175	0.0394190	2	CLASP2	ENSG00000163539	protein_coding	cytoplasmic linker associated protein 2 [Source:HGNC Symbol;Acc:17078]
0.0000025	0.3475791	0.392	0.209	0.0396110	2	KDM5A	ENSG00000073614	protein_coding	lysine (K)-specific demethylase 5A [Source:HGNC Symbol;Acc:9886]
0.0000026	0.2852845	0.301	0.134	0.0418845	2	NSG2	ENSG00000170091	protein_coding	Neuron-specific protein family member 2 [Source:UniProtKB/Swiss-Prot;Acc:Q9Y328]
0.0000027	0.3014954	0.455	0.257	0.0431045	2	ZBTB20	ENSG00000181722	protein_coding	zinc finger and BTB domain containing 20 [Source:HGNC Symbol;Acc:13503]
0.0000028	0.3179462	0.734	0.506	0.0457383	2	TBCB	ENSG00000105254	protein_coding	tubulin folding cofactor B [Source:HGNC Symbol;Acc:1989]
0.0000032	0.3481569	0.273	0.119	0.0524024	2	LPCAT1	ENSG00000153395	protein_coding	lysophosphatidylcholine acyltransferase 1 [Source:HGNC Symbol;Acc:25718]
0.0000037	0.2957955	0.315	0.153	0.0596451	2	POU3F2	ENSG00000184486	protein_coding	POU class 3 homeobox 2 [Source:HGNC Symbol;Acc:9215]
0.0000038	0.2588592	0.364	0.178	0.0615092	2	SIX3	ENSG00000138083	protein_coding	SIX homeobox 3 [Source:HGNC Symbol;Acc:10889]
0.0000039	0.3253754	0.441	0.248	0.0625762	2	GPC6	ENSG00000183098	protein_coding	glypican 6 [Source:HGNC Symbol;Acc:4454]
0.0000040	0.2903090	0.448	0.244	0.0639597	2	PBX1	ENSG00000185630	protein_coding	pre-B-cell leukemia homeobox 1 [Source:HGNC Symbol;Acc:8632]
0.0000040	0.3414018	0.336	0.168	0.0640119	2	MESP1	ENSG00000166823	protein_coding	mesoderm posterior 1 homolog (mouse) [Source:HGNC Symbol;Acc:29658]
0.0000045	0.3100805	0.378	0.196	0.0732139	2	STARD3NL	ENSG00000010270	protein_coding	STARD3 N-terminal like [Source:HGNC Symbol;Acc:19169]
0.0000046	0.2738227	0.315	0.150	0.0750263	2	KCNJ6	ENSG00000157542	protein_coding	potassium inwardly-rectifying channel, subfamily J, member 6 [Source:HGNC Symbol;Acc:6267]
0.0000047	0.4001349	0.476	0.296	0.0762099	2	CCDC23	ENSG00000177868	protein_coding	coiled-coil domain containing 23 [Source:HGNC Symbol;Acc:29204]
0.0000049	0.3782316	0.664	0.510	0.0786240	2	ZIC2	ENSG00000043355	protein_coding	Zic family member 2 [Source:HGNC Symbol;Acc:12873]
0.0000049	0.3222707	0.594	0.389	0.0794313	2	SPAG9	ENSG00000008294	protein_coding	sperm associated antigen 9 [Source:HGNC Symbol;Acc:14524]
0.0000052	0.3242401	0.371	0.198	0.0841716	2	DZIP3	ENSG00000198919	protein_coding	DAZ interacting zinc finger protein 3 [Source:HGNC Symbol;Acc:30938]
0.0000052	0.3189044	0.350	0.178	0.0842875	2	SATB2	ENSG00000119042	protein_coding	SATB homeobox 2 [Source:HGNC Symbol;Acc:21637]
0.0000054	0.3517957	0.497	0.307	0.0865844	2	MLLT3	ENSG00000171843	protein_coding	myeloid/lymphoid or mixed-lineage leukemia (trithorax homolog, Drosophila); translocated to, 3 [Source:HGNC Symbol;Acc:7136]
0.0000055	0.3553558	0.517	0.340	0.0888391	2	GSE1	ENSG00000131149	protein_coding	Gse1 coiled-coil protein [Source:HGNC Symbol;Acc:28979]
0.0000056	0.3111926	0.741	0.585	0.0910138	2	ATP6V0B	ENSG00000117410	protein_coding	ATPase, H+ transporting, lysosomal 21kDa, V0 subunit b [Source:HGNC Symbol;Acc:861]
0.0000062	0.2955245	0.280	0.127	0.1006015	2	TBR1	ENSG00000136535	protein_coding	T-box, brain, 1 [Source:HGNC Symbol;Acc:11590]
0.0000067	0.4207923	0.378	0.203	0.1075922	2	CKB	ENSG00000166165	protein_coding	creatine kinase, brain [Source:HGNC Symbol;Acc:1991]
0.0000067	0.3308964	0.615	0.415	0.1079394	2	AMER2	ENSG00000165566	protein_coding	APC membrane recruitment protein 2 [Source:HGNC Symbol;Acc:26360]
0.0000077	0.3822588	0.469	0.287	0.1246558	2	INA	ENSG00000148798	protein_coding	internexin neuronal intermediate filament protein, alpha [Source:HGNC Symbol;Acc:6057]
0.0000078	0.3736051	0.538	0.351	0.1259747	2	MPHOSPH8	ENSG00000196199	protein_coding	M-phase phosphoprotein 8 [Source:HGNC Symbol;Acc:29810]
0.0000090	0.2638150	0.524	0.326	0.1451443	2	PGRMC1	ENSG00000101856	protein_coding	progesterone receptor membrane component 1 [Source:HGNC Symbol;Acc:16090]
0.0000091	0.3411745	0.371	0.198	0.1471127	2	LINC00969	ENSG00000242086	lincRNA	long intergenic non-protein coding RNA 969 [Source:HGNC Symbol;Acc:48729]
0.0000097	0.3280162	0.385	0.212	0.1573141	2	CFL2	ENSG00000165410	protein_coding	cofilin 2 (muscle) [Source:HGNC Symbol;Acc:1875]
0.0000104	0.2830370	0.252	0.112	0.1672502	2	GNG2	ENSG00000186469	protein_coding	guanine nucleotide binding protein (G protein), gamma 2 [Source:HGNC Symbol;Acc:4404]
0.0000125	0.3041476	0.692	0.529	0.2019248	2	TMEM66	ENSG00000133872	protein_coding	transmembrane protein 66 [Source:HGNC Symbol;Acc:28789]
0.0000135	0.2687722	0.531	0.332	0.2171446	2	DCTN2	ENSG00000175203	protein_coding	dynactin 2 (p50) [Source:HGNC Symbol;Acc:2712]
0.0000144	0.2692243	0.266	0.119	0.2328980	2	FJX1	ENSG00000179431	protein_coding	four jointed box 1 (Drosophila) [Source:HGNC Symbol;Acc:17166]
0.0000154	0.3425110	0.629	0.444	0.2489898	2	CXXC5	ENSG00000171604	protein_coding	CXXC finger protein 5 [Source:HGNC Symbol;Acc:26943]
0.0000156	0.2671313	0.490	0.283	0.2511293	2	DAZAP2	ENSG00000183283	protein_coding	DAZ associated protein 2 [Source:HGNC Symbol;Acc:2684]
0.0000157	0.3479385	0.469	0.296	0.2541119	2	SSBP3	ENSG00000157216	protein_coding	single stranded DNA binding protein 3 [Source:HGNC Symbol;Acc:15674]
0.0000180	0.2712935	0.839	0.727	0.2897781	2	TTC3	ENSG00000182670	protein_coding	tetratricopeptide repeat domain 3 [Source:HGNC Symbol;Acc:12393]
0.0000182	0.2819803	0.448	0.266	0.2935608	2	PTPRD	ENSG00000153707	protein_coding	protein tyrosine phosphatase, receptor type, D [Source:HGNC Symbol;Acc:9668]
0.0000182	0.2866458	0.287	0.137	0.2941145	2	HOXB2	ENSG00000173917	protein_coding	homeobox B2 [Source:HGNC Symbol;Acc:5113]
0.0000201	0.3803715	0.497	0.333	0.3247892	2	CCSER2	ENSG00000107771	protein_coding	coiled-coil serine-rich protein 2 [Source:HGNC Symbol;Acc:29197]
0.0000204	0.2822394	0.378	0.210	0.3293622	2	MAPK1IP1L	ENSG00000168175	protein_coding	mitogen-activated protein kinase 1 interacting protein 1-like [Source:HGNC Symbol;Acc:19840]
0.0000205	0.2752297	0.371	0.198	0.3309373	2	SYNE2	ENSG00000054654	protein_coding	spectrin repeat containing, nuclear envelope 2 [Source:HGNC Symbol;Acc:17084]
0.0000212	0.2704027	0.378	0.216	0.3420097	2	GNB1	ENSG00000078369	protein_coding	guanine nucleotide binding protein (G protein), beta polypeptide 1 [Source:HGNC Symbol;Acc:4396]
0.0000222	0.3130537	0.594	0.414	0.3579975	2	SCARB2	ENSG00000138760	protein_coding	scavenger receptor class B, member 2 [Source:HGNC Symbol;Acc:1665]
0.0000244	0.3047705	0.427	0.251	0.3931772	2	RNH1	ENSG00000023191	protein_coding	ribonuclease/angiogenin inhibitor 1 [Source:HGNC Symbol;Acc:10074]
0.0000269	0.2626320	0.497	0.312	0.4337203	2	DDAH2	ENSG00000213722	protein_coding	dimethylarginine dimethylaminohydrolase 2 [Source:HGNC Symbol;Acc:2716]
0.0000288	0.3574642	0.343	0.187	0.4647688	2	AQP6	ENSG00000086159	protein_coding	aquaporin 6, kidney specific [Source:HGNC Symbol;Acc:639]
0.0000315	0.2774963	0.853	0.713	0.5077022	2	YWHAQ	ENSG00000134308	protein_coding	tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein, theta [Source:HGNC Symbol;Acc:12854]
0.0000321	0.3073186	0.343	0.191	0.5186631	2	XIAP	ENSG00000101966	protein_coding	X-linked inhibitor of apoptosis [Source:HGNC Symbol;Acc:592]
0.0000322	0.2653148	0.357	0.193	0.5188912	2	C19orf81	ENSG00000235034	protein_coding	chromosome 19 open reading frame 81 [Source:HGNC Symbol;Acc:40041]
0.0000336	0.3117078	0.552	0.365	0.5425980	2	CCNG2	ENSG00000138764	protein_coding	cyclin G2 [Source:HGNC Symbol;Acc:1593]
0.0000345	0.3885166	0.378	0.217	0.5565244	2	PAX6	ENSG00000007372	protein_coding	paired box 6 [Source:HGNC Symbol;Acc:8620]
0.0000347	0.2947474	0.399	0.226	0.5605529	2	KIFAP3	ENSG00000075945	protein_coding	kinesin-associated protein 3 [Source:HGNC Symbol;Acc:17060]
0.0000388	0.2926826	0.853	0.786	0.6261390	2	BTG1	ENSG00000133639	protein_coding	B-cell translocation gene 1, anti-proliferative [Source:HGNC Symbol;Acc:1130]
0.0000439	0.2800874	0.497	0.308	0.7079201	2	ANKRD12	ENSG00000101745	protein_coding	ankyrin repeat domain 12 [Source:HGNC Symbol;Acc:29135]
0.0000463	0.2612740	0.573	0.389	0.7474739	2	IFI27L2	ENSG00000119632	protein_coding	interferon, alpha-inducible protein 27-like 2 [Source:HGNC Symbol;Acc:19753]
0.0000470	0.3117204	0.315	0.168	0.7591494	2	CLSTN1	ENSG00000171603	protein_coding	calsyntenin 1 [Source:HGNC Symbol;Acc:17447]
0.0000496	0.2717885	0.706	0.520	0.8011423	2	MAGED2	ENSG00000102316	protein_coding	melanoma antigen family D, 2 [Source:HGNC Symbol;Acc:16353]
0.0000499	0.2719351	0.608	0.430	0.8055419	2	GTF2I	ENSG00000077809	protein_coding	general transcription factor IIi [Source:HGNC Symbol;Acc:4659]
0.0000549	0.3449841	0.720	0.565	0.8854784	2	BEX4	ENSG00000102409	protein_coding	brain expressed, X-linked 4 [Source:HGNC Symbol;Acc:25475]
0.0000551	0.3074094	0.329	0.182	0.8897112	2	HCFC1R1	ENSG00000103145	protein_coding	host cell factor C1 regulator 1 (XPO1 dependent) [Source:HGNC Symbol;Acc:21198]
0.0000679	0.3589330	0.434	0.269	1.0000000	2	DDIT3	ENSG00000175197	protein_coding	DNA-damage-inducible transcript 3 [Source:HGNC Symbol;Acc:2726]
0.0000696	0.2509029	0.594	0.389	1.0000000	2	BNIP3L	ENSG00000104765	protein_coding	BCL2/adenovirus E1B 19kDa interacting protein 3-like [Source:HGNC Symbol;Acc:1085]
0.0000724	0.3316581	0.329	0.178	1.0000000	2	HIST1H1C	ENSG00000187837	protein_coding	histone cluster 1, H1c [Source:HGNC Symbol;Acc:4716]
0.0000771	0.2535888	0.510	0.330	1.0000000	2	BTG2	ENSG00000159388	protein_coding	BTG family, member 2 [Source:HGNC Symbol;Acc:1131]
0.0000779	0.2637747	0.392	0.235	1.0000000	2	RUNX1T1	ENSG00000079102	protein_coding	runt-related transcription factor 1; translocated to, 1 (cyclin D-related) [Source:HGNC Symbol;Acc:1535]
0.0000808	0.3185118	0.503	0.344	1.0000000	2	CELF4	ENSG00000101489	protein_coding	CUGBP, Elav-like family member 4 [Source:HGNC Symbol;Acc:14015]
0.0000835	0.3139486	0.566	0.387	1.0000000	2	ZIC4	ENSG00000174963	protein_coding	Zic family member 4 [Source:HGNC Symbol;Acc:20393]
0.0000860	0.2550681	0.378	0.217	1.0000000	2	FAM127A	ENSG00000134590	protein_coding	family with sequence similarity 127, member A [Source:HGNC Symbol;Acc:2569]
0.0000876	0.4514028	0.490	0.314	1.0000000	2	SCG2	ENSG00000171951	protein_coding	secretogranin II [Source:HGNC Symbol;Acc:10575]
0.0000931	0.3772973	0.322	0.184	1.0000000	2	TCEAL5	ENSG00000204065	protein_coding	transcription elongation factor A (SII)-like 5 [Source:HGNC Symbol;Acc:22282]
0.0000964	0.2977884	0.392	0.232	1.0000000	2	ARID4A	ENSG00000032219	protein_coding	AT rich interactive domain 4A (RBP1-like) [Source:HGNC Symbol;Acc:9885]
0.0001051	0.2972333	0.573	0.396	1.0000000	2	FAM200B	ENSG00000237765	protein_coding	family with sequence similarity 200, member B [Source:HGNC Symbol;Acc:27740]
0.0001099	0.2509305	0.294	0.153	1.0000000	2	MRFAP1L1	ENSG00000178988	protein_coding	Morf4 family associated protein 1-like 1 [Source:HGNC Symbol;Acc:28796]
0.0001100	0.3425595	0.615	0.488	1.0000000	2	EIF1B	ENSG00000114784	protein_coding	eukaryotic translation initiation factor 1B [Source:HGNC Symbol;Acc:30792]
0.0001148	0.2872431	0.469	0.305	1.0000000	2	TXNIP	ENSG00000117289	protein_coding	thioredoxin interacting protein [Source:HGNC Symbol;Acc:16952]
0.0001159	0.3041204	0.462	0.303	1.0000000	2	YWHAG	ENSG00000170027	protein_coding	tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein, gamma [Source:HGNC Symbol;Acc:12852]
0.0001193	0.2807068	0.601	0.421	1.0000000	2	LHX8	ENSG00000162624	protein_coding	LIM homeobox 8 [Source:HGNC Symbol;Acc:28838]
0.0001244	0.3009250	0.350	0.200	1.0000000	2	ZFPM2	ENSG00000169946	protein_coding	zinc finger protein, FOG family member 2 [Source:HGNC Symbol;Acc:16700]
0.0001345	0.2779391	0.657	0.476	1.0000000	2	SARS	ENSG00000031698	protein_coding	seryl-tRNA synthetase [Source:HGNC Symbol;Acc:10537]
0.0001348	0.3592175	0.364	0.221	1.0000000	2	ACTC1	ENSG00000159251	protein_coding	actin, alpha, cardiac muscle 1 [Source:HGNC Symbol;Acc:143]
0.0001365	0.2555283	0.280	0.148	1.0000000	2	ATP6V0A1	ENSG00000033627	protein_coding	ATPase, H+ transporting, lysosomal V0 subunit a1 [Source:HGNC Symbol;Acc:865]
0.0001636	0.2990389	0.462	0.301	1.0000000	2	TMSB15B	ENSG00000158427	protein_coding	thymosin beta 15B [Source:HGNC Symbol;Acc:28612]
0.0001830	0.2745094	0.434	0.273	1.0000000	2	S100A16	ENSG00000188643	protein_coding	S100 calcium binding protein A16 [Source:HGNC Symbol;Acc:20441]
0.0001837	0.2846167	0.462	0.310	1.0000000	2	CYB5A	ENSG00000166347	protein_coding	cytochrome b5 type A (microsomal) [Source:HGNC Symbol;Acc:2570]
0.0001874	0.2577429	0.273	0.141	1.0000000	2	BLCAP	ENSG00000166619	protein_coding	bladder cancer associated protein [Source:HGNC Symbol;Acc:1055]
0.0001992	0.2752708	0.580	0.419	1.0000000	2	CAMLG	ENSG00000164615	protein_coding	calcium modulating ligand [Source:HGNC Symbol;Acc:1471]
0.0002111	0.2610974	0.301	0.168	1.0000000	2	KAT6B	ENSG00000156650	protein_coding	K(lysine) acetyltransferase 6B [Source:HGNC Symbol;Acc:17582]
0.0002160	0.2550321	0.706	0.574	1.0000000	2	YWHAZ	ENSG00000164924	protein_coding	tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein, zeta [Source:HGNC Symbol;Acc:12855]
0.0002195	0.2942203	0.434	0.264	1.0000000	2	UNC119	ENSG00000109103	protein_coding	unc-119 homolog (C. elegans) [Source:HGNC Symbol;Acc:12565]
0.0002545	0.2815021	0.413	0.269	1.0000000	2	AES	ENSG00000104964	protein_coding	amino-terminal enhancer of split [Source:HGNC Symbol;Acc:307]
0.0002618	0.2714101	0.524	0.349	1.0000000	2	SCG5	ENSG00000166922	protein_coding	secretogranin V (7B2 protein) [Source:HGNC Symbol;Acc:10816]
0.0002762	0.2953891	0.580	0.435	1.0000000	2	RPAIN	ENSG00000129197	protein_coding	RPA interacting protein [Source:HGNC Symbol;Acc:28641]
0.0002820	0.2854226	0.441	0.292	1.0000000	2	FOXN3	ENSG00000053254	protein_coding	forkhead box N3 [Source:HGNC Symbol;Acc:1928]
0.0003577	0.2689948	0.308	0.175	1.0000000	2	POLD4	ENSG00000175482	protein_coding	polymerase (DNA-directed), delta 4, accessory subunit [Source:HGNC Symbol;Acc:14106]
0.0003956	0.2968993	0.308	0.176	1.0000000	2	RP11-538P18.2	ENSG00000243150	antisense
0.0004362	0.2917148	0.357	0.219	1.0000000	2	ROGDI	ENSG00000067836	protein_coding	rogdi homolog (Drosophila) [Source:HGNC Symbol;Acc:29478]
0.0004474	0.2854702	0.720	0.583	1.0000000	2	JUN	ENSG00000177606	protein_coding	jun proto-oncogene [Source:HGNC Symbol;Acc:6204]
0.0005031	0.3453355	0.294	0.175	1.0000000	2	TMEM14A	ENSG00000096092	protein_coding	transmembrane protein 14A [Source:HGNC Symbol;Acc:21076]
0.0005255	0.2722943	0.315	0.185	1.0000000	2	CEP170	ENSG00000143702	protein_coding	centrosomal protein 170kDa [Source:HGNC Symbol;Acc:28920]
0.0005335	0.3439692	0.462	0.319	1.0000000	2	SOX11	ENSG00000176887	protein_coding	SRY (sex determining region Y)-box 11 [Source:HGNC Symbol;Acc:11191]
0.0005877	0.2617899	0.364	0.223	1.0000000	2	SPATS2	ENSG00000123352	protein_coding	spermatogenesis associated, serine-rich 2 [Source:HGNC Symbol;Acc:18650]
0.0006765	0.2530090	0.559	0.417	1.0000000	2	NFE2L2	ENSG00000116044	protein_coding	nuclear factor, erythroid 2-like 2 [Source:HGNC Symbol;Acc:7782]
0.0007033	0.2890455	0.357	0.228	1.0000000	2	KLC1	ENSG00000126214	protein_coding	kinesin light chain 1 [Source:HGNC Symbol;Acc:6387]
0.0007139	0.2954214	0.622	0.476	1.0000000	2	TNRC6B	ENSG00000100354	protein_coding	trinucleotide repeat containing 6B [Source:HGNC Symbol;Acc:29190]
0.0007614	0.2654616	0.538	0.387	1.0000000	2	C16orf45	ENSG00000166780	protein_coding	chromosome 16 open reading frame 45 [Source:HGNC Symbol;Acc:19213]
0.0007707	0.2581967	0.706	0.569	1.0000000	2	BEX2	ENSG00000133134	protein_coding	brain expressed X-linked 2 [Source:HGNC Symbol;Acc:30933]
0.0007753	0.2593763	0.601	0.453	1.0000000	2	RBPJ	ENSG00000168214	protein_coding	recombination signal binding protein for immunoglobulin kappa J region [Source:HGNC Symbol;Acc:5724]
0.0008416	0.2890897	0.462	0.324	1.0000000	2	STAU1	ENSG00000124214	protein_coding	staufen double-stranded RNA binding protein 1 [Source:HGNC Symbol;Acc:11370]
0.0008424	0.2838009	0.650	0.508	1.0000000	2	RTN3	ENSG00000133318	protein_coding	reticulon 3 [Source:HGNC Symbol;Acc:10469]
0.0009733	0.3667768	0.350	0.217	1.0000000	2	PTN	ENSG00000105894	protein_coding	pleiotrophin [Source:HGNC Symbol;Acc:9630]
0.0009770	0.2511493	0.664	0.508	1.0000000	2	REEP5	ENSG00000129625	protein_coding	receptor accessory protein 5 [Source:HGNC Symbol;Acc:30077]
0.0009852	0.2559414	0.441	0.301	1.0000000	2	USP22	ENSG00000124422	protein_coding	ubiquitin specific peptidase 22 [Source:HGNC Symbol;Acc:12621]
0.0010607	0.2818212	0.622	0.513	1.0000000	2	MLF2	ENSG00000089693	protein_coding	myeloid leukemia factor 2 [Source:HGNC Symbol;Acc:7126]
0.0013427	0.2605161	0.580	0.447	1.0000000	2	TENM3	ENSG00000218336	protein_coding	teneurin transmembrane protein 3 [Source:HGNC Symbol;Acc:29944]
0.0014631	0.2504763	0.308	0.185	1.0000000	2	PJA2	ENSG00000198961	protein_coding	praja ring finger 2, E3 ubiquitin protein ligase [Source:HGNC Symbol;Acc:17481]
0.0016293	0.2738719	0.531	0.417	1.0000000	2	AKAP6	ENSG00000151320	protein_coding	A kinase (PRKA) anchor protein 6 [Source:HGNC Symbol;Acc:376]
0.0017260	0.2816554	0.392	0.273	1.0000000	2	MSI1	ENSG00000135097	protein_coding	musashi RNA-binding protein 1 [Source:HGNC Symbol;Acc:7330]
0.0018278	0.2501569	0.692	0.583	1.0000000	2	DYNLRB1	ENSG00000125971	protein_coding	dynein, light chain, roadblock-type 1 [Source:HGNC Symbol;Acc:15468]
0.0028559	0.2592780	0.273	0.171	1.0000000	2	ZC2HC1A	ENSG00000104427	protein_coding	zinc finger, C2HC-type containing 1A [Source:HGNC Symbol;Acc:24277]
0.0029049	0.2719910	0.252	0.153	1.0000000	2	PPFIA2	ENSG00000139220	protein_coding	protein tyrosine phosphatase, receptor type, f polypeptide (PTPRF), interacting protein (liprin), alpha 2 [Source:HGNC Symbol;Acc:9246]
0.0031320	0.2878139	0.329	0.223	1.0000000	2	DCTN3	ENSG00000137100	protein_coding	dynactin 3 (p22) [Source:HGNC Symbol;Acc:2713]
0.0034824	0.2697634	0.524	0.394	1.0000000	2	CELF1	ENSG00000149187	protein_coding	CUGBP, Elav-like family member 1 [Source:HGNC Symbol;Acc:2549]
0.0036387	0.2782347	0.441	0.326	1.0000000	2	NFIX	ENSG00000008441	protein_coding	nuclear factor I/X (CCAAT-binding transcription factor) [Source:HGNC Symbol;Acc:7788]
0.0036810	0.2673506	0.315	0.209	1.0000000	2	GSTA4	ENSG00000170899	protein_coding	glutathione S-transferase alpha 4 [Source:HGNC Symbol;Acc:4629]
0.0046805	0.3288548	0.294	0.198	1.0000000	2	AFMID	ENSG00000183077	protein_coding	arylformamidase [Source:HGNC Symbol;Acc:20910]
0.0067578	0.2542029	0.469	0.358	1.0000000	2	MYEF2	ENSG00000104177	protein_coding	myelin expression factor 2 [Source:HGNC Symbol;Acc:17940]
0.0000000	0.2738315	1.000	1.000	0.0000000	3	RPL13A	ENSG00000142541	protein_coding	ribosomal protein L13a [Source:HGNC Symbol;Acc:10304]
0.0000000	0.2988500	1.000	0.998	0.0000000	3	RPL6	ENSG00000089009	protein_coding	ribosomal protein L6 [Source:HGNC Symbol;Acc:10362]
0.0000000	0.2856862	1.000	0.998	0.0000000	3	RPS19	ENSG00000105372	protein_coding	ribosomal protein S19 [Source:HGNC Symbol;Acc:10402]
0.0000000	0.3014395	1.000	1.000	0.0000000	3	RPL18A	ENSG00000105640	protein_coding	ribosomal protein L18a [Source:HGNC Symbol;Acc:10311]
0.0000000	0.2733832	1.000	1.000	0.0000000	3	RPL26	ENSG00000161970	protein_coding	ribosomal protein L26 [Source:HGNC Symbol;Acc:10327]
0.0000000	0.2779186	1.000	1.000	0.0000000	3	RPS14	ENSG00000164587	protein_coding	ribosomal protein S14 [Source:HGNC Symbol;Acc:10387]
0.0000000	0.2591846	1.000	1.000	0.0000000	3	RPS8	ENSG00000142937	protein_coding	ribosomal protein S8 [Source:HGNC Symbol;Acc:10441]
0.0000000	0.4744531	0.977	0.910	0.0000000	3	MDK	ENSG00000110492	protein_coding	midkine (neurite growth-promoting factor 2) [Source:HGNC Symbol;Acc:6972]
0.0000000	0.3243823	1.000	0.995	0.0000000	3	RPL5	ENSG00000122406	protein_coding	ribosomal protein L5 [Source:HGNC Symbol;Acc:10360]
0.0000000	0.2595546	1.000	1.000	0.0000000	3	RPL39	ENSG00000198918	protein_coding	ribosomal protein L39 [Source:HGNC Symbol;Acc:10350]
0.0000000	0.2522394	1.000	1.000	0.0000000	3	RPL21	ENSG00000122026	protein_coding	ribosomal protein L21 [Source:HGNC Symbol;Acc:10313]
0.0000000	0.2567772	1.000	1.000	0.0000000	3	RPS28	ENSG00000233927	protein_coding	ribosomal protein S28 [Source:HGNC Symbol;Acc:10418]
0.0000000	0.2690917	1.000	0.990	0.0000000	3	RPL10A	ENSG00000198755	protein_coding	ribosomal protein L10a [Source:HGNC Symbol;Acc:10299]
0.0000000	0.2580657	1.000	0.998	0.0000000	3	RPL29	ENSG00000162244	protein_coding	ribosomal protein L29 [Source:HGNC Symbol;Acc:10331]
0.0000000	0.2724125	1.000	0.995	0.0000000	3	GNB2L1	ENSG00000204628	protein_coding	guanine nucleotide binding protein (G protein), beta polypeptide 2-like 1 [Source:HGNC Symbol;Acc:4399]
0.0000000	0.3207430	0.984	0.958	0.0000011	3	HNRNPA1	ENSG00000135486	protein_coding	heterogeneous nuclear ribonucleoprotein A1 [Source:HGNC Symbol;Acc:5031]
0.0000000	0.2616662	1.000	0.983	0.0000022	3	RPLP0	ENSG00000089157	protein_coding	ribosomal protein, large, P0 [Source:HGNC Symbol;Acc:10371]
0.0000000	0.2584681	1.000	0.983	0.0000088	3	RPL23	ENSG00000125691	protein_coding	ribosomal protein L23 [Source:HGNC Symbol;Acc:10316]
0.0000000	0.4369454	0.945	0.861	0.0000489	3	RP11-21B23.2	ENSG00000261092	lincRNA
0.0000000	0.4013970	0.891	0.816	0.0001742	3	SEC61B	ENSG00000106803	protein_coding	Sec61 beta subunit [Source:HGNC Symbol;Acc:16993]
0.0000000	0.2812184	0.984	0.958	0.0002720	3	BTF3	ENSG00000145741	protein_coding	basic transcription factor 3 [Source:HGNC Symbol;Acc:1125]
0.0000000	0.4665452	0.820	0.679	0.0004470	3	MFAP4	ENSG00000166482	protein_coding	microfibrillar-associated protein 4 [Source:HGNC Symbol;Acc:7035]
0.0000001	0.3330785	0.992	0.906	0.0008128	3	SOX4	ENSG00000124766	protein_coding	SRY (sex determining region Y)-box 4 [Source:HGNC Symbol;Acc:11200]
0.0000001	0.3147323	0.938	0.901	0.0018598	3	SEC61G	ENSG00000132432	protein_coding	Sec61 gamma subunit [Source:HGNC Symbol;Acc:18277]
0.0000002	0.4441159	0.758	0.632	0.0028139	3	PAPSS1	ENSG00000138801	protein_coding	3’-phosphoadenosine 5’-phosphosulfate synthase 1 [Source:HGNC Symbol;Acc:8603]
0.0000003	0.3945044	0.805	0.681	0.0043273	3	IFT57	ENSG00000114446	protein_coding	intraflagellar transport 57 homolog (Chlamydomonas) [Source:HGNC Symbol;Acc:17367]
0.0000005	0.4000673	0.734	0.587	0.0082957	3	AC002454.1	ENSG00000237819	antisense
0.0000005	0.2865964	0.984	0.957	0.0088532	3	NPM1	ENSG00000181163	protein_coding	nucleophosmin (nucleolar phosphoprotein B23, numatrin) [Source:HGNC Symbol;Acc:7910]
0.0000010	0.3230473	0.906	0.821	0.0161336	3	EIF3E	ENSG00000104408	protein_coding	eukaryotic translation initiation factor 3, subunit E [Source:HGNC Symbol;Acc:3277]
0.0000016	0.3573147	0.789	0.682	0.0255068	3	LSM7	ENSG00000130332	protein_coding	LSM7 homolog, U6 small nuclear RNA associated (S. cerevisiae) [Source:HGNC Symbol;Acc:20470]
0.0000020	0.2777299	0.914	0.856	0.0328309	3	EIF4A1	ENSG00000161960	protein_coding	eukaryotic translation initiation factor 4A1 [Source:HGNC Symbol;Acc:3282]
0.0000028	0.3244492	0.812	0.674	0.0450710	3	PODXL2	ENSG00000114631	protein_coding	podocalyxin-like 2 [Source:HGNC Symbol;Acc:17936]
0.0000030	0.4815335	0.609	0.472	0.0482385	3	NFYB	ENSG00000120837	protein_coding	nuclear transcription factor Y, beta [Source:HGNC Symbol;Acc:7805]
0.0000039	0.2588493	0.953	0.903	0.0634480	3	RPL17	ENSG00000265681	protein_coding	ribosomal protein L17 [Source:HGNC Symbol;Acc:10307]
0.0000052	0.3612027	0.844	0.727	0.0832530	3	LDHB	ENSG00000111716	protein_coding	lactate dehydrogenase B [Source:HGNC Symbol;Acc:6541]
0.0000066	0.3210349	0.867	0.825	0.1064620	3	SSR4	ENSG00000180879	protein_coding	signal sequence receptor, delta [Source:HGNC Symbol;Acc:11326]
0.0000150	0.3671227	0.680	0.573	0.2425780	3	NME1	ENSG00000239672	protein_coding	NME/NM23 nucleoside diphosphate kinase 1 [Source:HGNC Symbol;Acc:7849]
0.0000272	0.2742636	0.930	0.892	0.4391970	3	HSPB1	ENSG00000106211	protein_coding	heat shock 27kDa protein 1 [Source:HGNC Symbol;Acc:5246]
0.0000284	0.3474473	0.766	0.670	0.4587098	3	MEST	ENSG00000106484	protein_coding	mesoderm specific transcript [Source:HGNC Symbol;Acc:7028]
0.0000338	0.2772097	0.703	0.589	0.5449961	3	PDLIM4	ENSG00000131435	protein_coding	PDZ and LIM domain 4 [Source:HGNC Symbol;Acc:16501]
0.0000348	0.4493333	0.594	0.521	0.5616603	3	RP11-436F9.1	ENSG00000231427	lincRNA
0.0000761	0.2646047	0.820	0.714	1.0000000	3	AIMP1	ENSG00000164022	protein_coding	aminoacyl tRNA synthetase complex-interacting multifunctional protein 1 [Source:HGNC Symbol;Acc:10648]
0.0000766	0.3004956	0.672	0.587	1.0000000	3	RSL1D1	ENSG00000171490	protein_coding	ribosomal L1 domain containing 1 [Source:HGNC Symbol;Acc:24534]
0.0000836	0.3327031	0.539	0.432	1.0000000	3	ITGB1	ENSG00000150093	protein_coding	integrin, beta 1 (fibronectin receptor, beta polypeptide, antigen CD29 includes MDF2, MSK12) [Source:HGNC Symbol;Acc:6153]
0.0000921	0.3392165	0.641	0.521	1.0000000	3	LBH	ENSG00000213626	protein_coding	limb bud and heart development [Source:HGNC Symbol;Acc:29532]
0.0001004	0.2520494	0.945	0.875	1.0000000	3	TXN	ENSG00000136810	protein_coding	thioredoxin [Source:HGNC Symbol;Acc:12435]
0.0001902	0.3476219	0.703	0.630	1.0000000	3	HSP90B1	ENSG00000166598	protein_coding	heat shock protein 90kDa beta (Grp94), member 1 [Source:HGNC Symbol;Acc:12028]
0.0002030	0.3182948	0.391	0.264	1.0000000	3	TRAPPC6A	ENSG00000007255	protein_coding	trafficking protein particle complex 6A [Source:HGNC Symbol;Acc:23069]
0.0002338	0.4163434	0.289	0.172	1.0000000	3	FEZF1	ENSG00000128610	protein_coding	FEZ family zinc finger 1 [Source:HGNC Symbol;Acc:22788]
0.0002447	0.2782413	0.758	0.734	1.0000000	3	HNRNPM	ENSG00000099783	protein_coding	heterogeneous nuclear ribonucleoprotein M [Source:HGNC Symbol;Acc:5046]
0.0002797	0.3075666	0.602	0.512	1.0000000	3	HSPA5	ENSG00000044574	protein_coding	heat shock 70kDa protein 5 (glucose-regulated protein, 78kDa) [Source:HGNC Symbol;Acc:5238]
0.0003227	0.3384843	0.531	0.436	1.0000000	3	LARS	ENSG00000133706	protein_coding	leucyl-tRNA synthetase [Source:HGNC Symbol;Acc:6512]
0.0003425	0.3028889	0.750	0.714	1.0000000	3	CALR	ENSG00000179218	protein_coding	calreticulin [Source:HGNC Symbol;Acc:1455]
0.0003868	0.3045086	0.375	0.260	1.0000000	3	GORASP2	ENSG00000115806	protein_coding	golgi reassembly stacking protein 2, 55kDa [Source:HGNC Symbol;Acc:17500]
0.0004533	0.4452322	0.453	0.354	1.0000000	3	DKK4	ENSG00000104371	protein_coding	dickkopf WNT signaling pathway inhibitor 4 [Source:HGNC Symbol;Acc:2894]
0.0004914	0.2828927	0.719	0.620	1.0000000	3	HSPD1	ENSG00000144381	protein_coding	heat shock 60kDa protein 1 (chaperonin) [Source:HGNC Symbol;Acc:5261]
0.0004996	0.2899364	0.609	0.524	1.0000000	3	REEP5	ENSG00000129625	protein_coding	receptor accessory protein 5 [Source:HGNC Symbol;Acc:30077]
0.0005414	0.2556670	0.859	0.858	1.0000000	3	GUK1	ENSG00000143774	protein_coding	guanylate kinase 1 [Source:HGNC Symbol;Acc:4693]
0.0005510	0.2745268	0.766	0.733	1.0000000	3	PPIB	ENSG00000166794	protein_coding	peptidylprolyl isomerase B (cyclophilin B) [Source:HGNC Symbol;Acc:9255]
0.0006656	0.2748579	0.711	0.648	1.0000000	3	SSR2	ENSG00000163479	protein_coding	signal sequence receptor, beta (translocon-associated protein beta) [Source:HGNC Symbol;Acc:11324]
0.0006985	0.3077905	0.570	0.510	1.0000000	3	CCT8	ENSG00000156261	protein_coding	chaperonin containing TCP1, subunit 8 (theta) [Source:HGNC Symbol;Acc:1623]
0.0007586	0.3495464	0.273	0.170	1.0000000	3	FKBP11	ENSG00000134285	protein_coding	FK506 binding protein 11, 19 kDa [Source:HGNC Symbol;Acc:18624]
0.0008162	0.3083273	0.516	0.425	1.0000000	3	RP11-401P9.4	ENSG00000261685	lincRNA
0.0009202	0.3565418	0.422	0.328	1.0000000	3	ORAI2	ENSG00000160991	protein_coding	ORAI calcium release-activated calcium modulator 2 [Source:HGNC Symbol;Acc:21667]
0.0010134	0.3108742	0.664	0.587	1.0000000	3	PDIA3	ENSG00000167004	protein_coding	protein disulfide isomerase family A, member 3 [Source:HGNC Symbol;Acc:4606]
0.0010351	0.2716799	0.680	0.601	1.0000000	3	RBM3	ENSG00000102317	protein_coding	RNA binding motif (RNP1, RRM) protein 3 [Source:HGNC Symbol;Acc:9900]
0.0011188	0.2601806	0.836	0.783	1.0000000	3	PRMT1	ENSG00000126457	protein_coding	protein arginine methyltransferase 1 [Source:HGNC Symbol;Acc:5187]
0.0012460	0.2807567	0.734	0.681	1.0000000	3	CRABP2	ENSG00000143320	protein_coding	cellular retinoic acid binding protein 2 [Source:HGNC Symbol;Acc:2339]
0.0013090	0.2674765	0.789	0.707	1.0000000	3	SLC1A3	ENSG00000079215	protein_coding	solute carrier family 1 (glial high affinity glutamate transporter), member 3 [Source:HGNC Symbol;Acc:10941]
0.0014833	0.3731731	0.406	0.302	1.0000000	3	TXNRD1	ENSG00000198431	protein_coding	thioredoxin reductase 1 [Source:HGNC Symbol;Acc:12437]
0.0016149	0.3135064	0.492	0.411	1.0000000	3	PRELID2	ENSG00000186314	protein_coding	PRELI domain containing 2 [Source:HGNC Symbol;Acc:28306]
0.0016252	0.2705857	0.555	0.465	1.0000000	3	PPA1	ENSG00000180817	protein_coding	pyrophosphatase (inorganic) 1 [Source:HGNC Symbol;Acc:9226]
0.0017102	0.3562600	0.570	0.497	1.0000000	3	PNN	ENSG00000100941	protein_coding	pinin, desmosome associated protein [Source:HGNC Symbol;Acc:9162]
0.0027024	0.2507913	0.602	0.510	1.0000000	3	SYT4	ENSG00000132872	protein_coding	synaptotagmin IV [Source:HGNC Symbol;Acc:11512]
0.0030128	0.2859682	0.625	0.589	1.0000000	3	EIF5A	ENSG00000132507	protein_coding	eukaryotic translation initiation factor 5A [Source:HGNC Symbol;Acc:3300]
0.0034366	0.3193755	0.727	0.741	1.0000000	3	NCL	ENSG00000115053	protein_coding	nucleolin [Source:HGNC Symbol;Acc:7667]
0.0034678	0.3167133	0.414	0.332	1.0000000	3	PHB2	ENSG00000215021	protein_coding	prohibitin 2 [Source:HGNC Symbol;Acc:30306]
0.0038807	0.2820604	0.430	0.351	1.0000000	3	DSP	ENSG00000096696	protein_coding	desmoplakin [Source:HGNC Symbol;Acc:3052]
0.0043017	0.2920382	0.570	0.490	1.0000000	3	SHOX2	ENSG00000168779	protein_coding	short stature homeobox 2 [Source:HGNC Symbol;Acc:10854]
0.0049861	0.2855883	0.469	0.391	1.0000000	3	SSR3	ENSG00000114850	protein_coding	signal sequence receptor, gamma (translocon-associated protein gamma) [Source:HGNC Symbol;Acc:11325]
0.0073748	0.3039600	0.312	0.229	1.0000000	3	QPRT	ENSG00000103485	protein_coding	quinolinate phosphoribosyltransferase [Source:HGNC Symbol;Acc:9755]
0.0099133	0.3075069	0.367	0.297	1.0000000	3	PERP	ENSG00000112378	protein_coding	PERP, TP53 apoptosis effector [Source:HGNC Symbol;Acc:17637]
0.0000000	2.0091399	0.822	0.073	0.0000000	4	TOP2A	ENSG00000131747	protein_coding	topoisomerase (DNA) II alpha 170kDa [Source:HGNC Symbol;Acc:11989]
0.0000000	1.9376628	0.849	0.097	0.0000000	4	UBE2C	ENSG00000175063	protein_coding	ubiquitin-conjugating enzyme E2C [Source:HGNC Symbol;Acc:15937]
0.0000000	1.3590061	0.767	0.063	0.0000000	4	BIRC5	ENSG00000089685	protein_coding	baculoviral IAP repeat containing 5 [Source:HGNC Symbol;Acc:593]
0.0000000	1.0974431	0.671	0.040	0.0000000	4	PBK	ENSG00000168078	protein_coding	PDZ binding kinase [Source:HGNC Symbol;Acc:18282]
0.0000000	1.7147843	0.822	0.097	0.0000000	4	NUSAP1	ENSG00000137804	protein_coding	nucleolar and spindle associated protein 1 [Source:HGNC Symbol;Acc:18538]
0.0000000	1.2172828	0.671	0.048	0.0000000	4	MKI67	ENSG00000148773	protein_coding	marker of proliferation Ki-67 [Source:HGNC Symbol;Acc:7107]
0.0000000	1.3276246	0.781	0.084	0.0000000	4	CDK1	ENSG00000170312	protein_coding	cyclin-dependent kinase 1 [Source:HGNC Symbol;Acc:1722]
0.0000000	1.9676419	0.781	0.092	0.0000000	4	CENPF	ENSG00000117724	protein_coding	centromere protein F, 350/400kDa [Source:HGNC Symbol;Acc:1857]
0.0000000	0.9246595	0.575	0.029	0.0000000	4	SPC25	ENSG00000152253	protein_coding	SPC25, NDC80 kinetochore complex component [Source:HGNC Symbol;Acc:24031]
0.0000000	1.2370068	0.767	0.095	0.0000000	4	UBE2T	ENSG00000077152	protein_coding	ubiquitin-conjugating enzyme E2T (putative) [Source:HGNC Symbol;Acc:25009]
0.0000000	1.2354225	0.507	0.021	0.0000000	4	ASPM	ENSG00000066279	protein_coding	asp (abnormal spindle) homolog, microcephaly associated (Drosophila) [Source:HGNC Symbol;Acc:19048]
0.0000000	1.5422263	0.795	0.103	0.0000000	4	KIAA0101	ENSG00000166803	protein_coding	KIAA0101 [Source:HGNC Symbol;Acc:28961]
0.0000000	1.1761940	0.589	0.040	0.0000000	4	CDKN3	ENSG00000100526	protein_coding	cyclin-dependent kinase inhibitor 3 [Source:HGNC Symbol;Acc:1791]
0.0000000	1.0157892	0.671	0.062	0.0000000	4	ZWINT	ENSG00000122952	protein_coding	ZW10 interacting kinetochore protein [Source:HGNC Symbol;Acc:13195]
0.0000000	0.6860240	0.452	0.016	0.0000000	4	FAM64A	ENSG00000129195	protein_coding	family with sequence similarity 64, member A [Source:HGNC Symbol;Acc:25483]
0.0000000	0.7899955	0.479	0.022	0.0000000	4	NUF2	ENSG00000143228	protein_coding	NUF2, NDC80 kinetochore complex component [Source:HGNC Symbol;Acc:14621]
0.0000000	0.8331554	0.534	0.033	0.0000000	4	AURKB	ENSG00000178999	protein_coding	aurora kinase B [Source:HGNC Symbol;Acc:11390]
0.0000000	0.7688715	0.479	0.022	0.0000000	4	TPX2	ENSG00000088325	protein_coding	TPX2, microtubule-associated [Source:HGNC Symbol;Acc:1249]
0.0000000	0.6988768	0.452	0.017	0.0000000	4	SGOL1	ENSG00000129810	protein_coding	shugoshin-like 1 (S. pombe) [Source:HGNC Symbol;Acc:25088]
0.0000000	0.8515585	0.548	0.040	0.0000000	4	PRC1	ENSG00000198901	protein_coding	protein regulator of cytokinesis 1 [Source:HGNC Symbol;Acc:9341]
0.0000000	1.8692102	1.000	0.464	0.0000000	4	HMGB2	ENSG00000164104	protein_coding	high mobility group box 2 [Source:HGNC Symbol;Acc:5000]
0.0000000	1.0169224	0.507	0.036	0.0000000	4	CCNB2	ENSG00000157456	protein_coding	cyclin B2 [Source:HGNC Symbol;Acc:1580]
0.0000000	0.8381990	0.466	0.027	0.0000000	4	NMU	ENSG00000109255	protein_coding	neuromedin U [Source:HGNC Symbol;Acc:7859]
0.0000000	0.6274483	0.397	0.014	0.0000000	4	CDC20	ENSG00000117399	protein_coding	cell division cycle 20 [Source:HGNC Symbol;Acc:1723]
0.0000000	1.0379916	0.740	0.116	0.0000000	4	MAD2L1	ENSG00000164109	protein_coding	MAD2 mitotic arrest deficient-like 1 (yeast) [Source:HGNC Symbol;Acc:6763]
0.0000000	0.7693668	0.534	0.044	0.0000000	4	RAD51AP1	ENSG00000111247	protein_coding	RAD51 associated protein 1 [Source:HGNC Symbol;Acc:16956]
0.0000000	1.1868174	0.644	0.082	0.0000000	4	TYMS	ENSG00000176890	protein_coding	thymidylate synthetase [Source:HGNC Symbol;Acc:12441]
0.0000000	0.6018279	0.411	0.021	0.0000000	4	NDC80	ENSG00000080986	protein_coding	NDC80 kinetochore complex component [Source:HGNC Symbol;Acc:16909]
0.0000000	1.3343497	0.918	0.281	0.0000000	4	CKS1B	ENSG00000173207	protein_coding	CDC28 protein kinase regulatory subunit 1B [Source:HGNC Symbol;Acc:19083]
0.0000000	1.3343497	0.918	0.281	0.0000000	4	CKS1B	ENSG00000268942	protein_coding	CDC28 protein kinase regulatory subunit 1B, isoform CRA_b; cDNA, FLJ92030, Homo sapiens CDC28 protein kinase regulatory subunit 1B (CKS1B),mRNA [Source:UniProtKB/TrEMBL;Acc:Q5T178]
0.0000000	0.5818337	0.356	0.011	0.0000000	4	DLGAP5	ENSG00000126787	protein_coding	discs, large (Drosophila) homolog-associated protein 5 [Source:HGNC Symbol;Acc:16864]
0.0000000	0.6012009	0.479	0.035	0.0000000	4	TK1	ENSG00000167900	protein_coding	thymidine kinase 1, soluble [Source:HGNC Symbol;Acc:11830]
0.0000000	1.1179541	1.000	0.946	0.0000000	4	HMGB1	ENSG00000189403	protein_coding	high mobility group box 1 [Source:HGNC Symbol;Acc:4983]
0.0000000	0.6697904	0.384	0.017	0.0000000	4	TROAP	ENSG00000135451	protein_coding	trophinin associated protein [Source:HGNC Symbol;Acc:12327]
0.0000000	1.2996528	1.000	0.918	0.0000000	4	TUBA1B	ENSG00000123416	protein_coding	tubulin, alpha 1b [Source:HGNC Symbol;Acc:18809]
0.0000000	1.2994920	1.000	0.810	0.0000000	4	H2AFZ	ENSG00000164032	protein_coding	H2A histone family, member Z [Source:HGNC Symbol;Acc:4741]
0.0000000	0.6179975	0.384	0.021	0.0000000	4	CCNA2	ENSG00000145386	protein_coding	cyclin A2 [Source:HGNC Symbol;Acc:1578]
0.0000000	1.4534255	0.808	0.198	0.0000000	4	PTTG1	ENSG00000164611	protein_coding	pituitary tumor-transforming 1 [Source:HGNC Symbol;Acc:9690]
0.0000000	0.7810421	0.548	0.060	0.0000000	4	CENPK	ENSG00000123219	protein_coding	centromere protein K [Source:HGNC Symbol;Acc:29479]
0.0000000	0.6032392	0.452	0.036	0.0000000	4	CENPM	ENSG00000100162	protein_coding	centromere protein M [Source:HGNC Symbol;Acc:18352]
0.0000000	0.6903795	0.411	0.029	0.0000000	4	GTSE1	ENSG00000075218	protein_coding	G-2 and S-phase expressed 1 [Source:HGNC Symbol;Acc:13698]
0.0000000	0.5945984	0.397	0.027	0.0000000	4	SGOL2	ENSG00000163535	protein_coding	shugoshin-like 2 (S. pombe) [Source:HGNC Symbol;Acc:30812]
0.0000000	0.6531183	0.397	0.027	0.0000000	4	RRM2	ENSG00000171848	protein_coding	ribonucleotide reductase M2 [Source:HGNC Symbol;Acc:10452]
0.0000000	1.0727441	0.753	0.166	0.0000000	4	SMC4	ENSG00000113810	protein_coding	structural maintenance of chromosomes 4 [Source:HGNC Symbol;Acc:14013]
0.0000000	0.6328466	0.397	0.027	0.0000000	4	CDCA3	ENSG00000111665	protein_coding	cell division cycle associated 3 [Source:HGNC Symbol;Acc:14624]
0.0000000	0.6118994	0.301	0.010	0.0000000	4	CENPA	ENSG00000115163	protein_coding	centromere protein A [Source:HGNC Symbol;Acc:1851]
0.0000000	0.6558705	0.384	0.027	0.0000000	4	MXD3	ENSG00000213347	protein_coding	MAX dimerization protein 3 [Source:HGNC Symbol;Acc:14008]
0.0000000	0.7016056	0.521	0.067	0.0000000	4	CENPU	ENSG00000151725	protein_coding	centromere protein U [Source:HGNC Symbol;Acc:21348]
0.0000000	0.5490826	0.370	0.027	0.0000000	4	TACC3	ENSG00000013810	protein_coding	transforming, acidic coiled-coil containing protein 3 [Source:HGNC Symbol;Acc:11524]
0.0000000	0.6276059	0.562	0.081	0.0000000	4	CCDC34	ENSG00000109881	protein_coding	coiled-coil domain containing 34 [Source:HGNC Symbol;Acc:25079]
0.0000000	0.6790127	0.507	0.067	0.0000000	4	NCAPG	ENSG00000109805	protein_coding	non-SMC condensin I complex, subunit G [Source:HGNC Symbol;Acc:24304]
0.0000000	0.4563071	0.301	0.014	0.0000000	4	CENPW	ENSG00000203760	protein_coding	centromere protein W [Source:HGNC Symbol;Acc:21488]
0.0000000	0.9462442	0.986	0.854	0.0000000	4	HMGN2	ENSG00000198830	protein_coding	high mobility group nucleosomal binding domain 2 [Source:HGNC Symbol;Acc:4986]
0.0000000	0.5607704	0.274	0.011	0.0000000	4	KIF4A	ENSG00000090889	protein_coding	kinesin family member 4A [Source:HGNC Symbol;Acc:13339]
0.0000000	0.5172210	0.397	0.038	0.0000000	4	ECT2	ENSG00000114346	protein_coding	epithelial cell transforming sequence 2 oncogene [Source:HGNC Symbol;Acc:3155]
0.0000000	0.4861664	0.342	0.025	0.0000000	4	FOXM1	ENSG00000111206	protein_coding	forkhead box M1 [Source:HGNC Symbol;Acc:3818]
0.0000000	0.7157885	0.425	0.048	0.0000000	4	DHFR	ENSG00000228716	protein_coding	dihydrofolate reductase [Source:HGNC Symbol;Acc:2861]
0.0000000	0.9368288	0.740	0.190	0.0000000	4	HMGB3	ENSG00000029993	protein_coding	high mobility group box 3 [Source:HGNC Symbol;Acc:5004]
0.0000000	1.0865380	0.411	0.046	0.0000000	4	CCNB1	ENSG00000134057	protein_coding	cyclin B1 [Source:HGNC Symbol;Acc:1579]
0.0000000	0.4863135	0.315	0.021	0.0000000	4	SPC24	ENSG00000161888	protein_coding	SPC24, NDC80 kinetochore complex component [Source:HGNC Symbol;Acc:26913]
0.0000000	2.2913218	0.918	0.629	0.0000000	4	HIST1H4C	ENSG00000197061	protein_coding	histone cluster 1, H4c [Source:HGNC Symbol;Acc:4787]
0.0000000	0.8025140	0.644	0.133	0.0000000	4	SMC2	ENSG00000136824	protein_coding	structural maintenance of chromosomes 2 [Source:HGNC Symbol;Acc:14011]
0.0000000	0.4805085	0.315	0.022	0.0000000	4	KIF23	ENSG00000137807	protein_coding	kinesin family member 23 [Source:HGNC Symbol;Acc:6392]
0.0000000	0.9624317	0.671	0.171	0.0000000	4	RNASEH2A	ENSG00000104889	protein_coding	ribonuclease H2, subunit A [Source:HGNC Symbol;Acc:18518]
0.0000000	1.0769119	0.699	0.189	0.0000000	4	KPNA2	ENSG00000182481	protein_coding	karyopherin alpha 2 (RAG cohort 1, importin alpha 1) [Source:HGNC Symbol;Acc:6395]
0.0000000	0.7792552	0.521	0.087	0.0000000	4	CENPH	ENSG00000153044	protein_coding	centromere protein H [Source:HGNC Symbol;Acc:17268]
0.0000000	0.7691544	0.616	0.132	0.0000000	4	ITGB3BP	ENSG00000142856	protein_coding	integrin beta 3 binding protein (beta3-endonexin) [Source:HGNC Symbol;Acc:6157]
0.0000000	0.5072792	0.356	0.035	0.0000000	4	KIF11	ENSG00000138160	protein_coding	kinesin family member 11 [Source:HGNC Symbol;Acc:6388]
0.0000000	0.6392299	0.384	0.044	0.0000000	4	CLSPN	ENSG00000092853	protein_coding	claspin [Source:HGNC Symbol;Acc:19715]
0.0000000	0.9931162	0.726	0.206	0.0000000	4	CKAP2	ENSG00000136108	protein_coding	cytoskeleton associated protein 2 [Source:HGNC Symbol;Acc:1990]
0.0000000	0.4042484	0.329	0.030	0.0000000	4	FBXO5	ENSG00000112029	protein_coding	F-box protein 5 [Source:HGNC Symbol;Acc:13584]
0.0000000	0.4034083	0.274	0.017	0.0000000	4	KIF15	ENSG00000163808	protein_coding	kinesin family member 15 [Source:HGNC Symbol;Acc:17273]
0.0000000	0.4391803	0.342	0.033	0.0000000	4	BRCA1	ENSG00000012048	protein_coding	breast cancer 1, early onset [Source:HGNC Symbol;Acc:1100]
0.0000000	0.4576505	0.315	0.029	0.0000000	4	CDC6	ENSG00000094804	protein_coding	cell division cycle 6 [Source:HGNC Symbol;Acc:1744]
0.0000000	0.6614106	0.644	0.151	0.0000000	4	ACYP1	ENSG00000119640	protein_coding	acylphosphatase 1, erythrocyte (common) type [Source:HGNC Symbol;Acc:179]
0.0000000	0.4435300	0.260	0.017	0.0000000	4	CEP152	ENSG00000103995	protein_coding	centrosomal protein 152kDa [Source:HGNC Symbol;Acc:29298]
0.0000000	0.6093693	0.466	0.081	0.0000000	4	ATAD2	ENSG00000156802	protein_coding	ATPase family, AAA domain containing 2 [Source:HGNC Symbol;Acc:30123]
0.0000000	0.7740626	0.699	0.204	0.0000000	4	DTYMK	ENSG00000168393	protein_coding	deoxythymidylate kinase (thymidylate kinase) [Source:HGNC Symbol;Acc:3061]
0.0000000	0.4184923	0.274	0.021	0.0000000	4	GPSM2	ENSG00000121957	protein_coding	G-protein signaling modulator 2 [Source:HGNC Symbol;Acc:29501]
0.0000000	1.1082507	0.849	0.395	0.0000000	4	CKS2	ENSG00000123975	protein_coding	CDC28 protein kinase regulatory subunit 2 [Source:HGNC Symbol;Acc:2000]
0.0000000	0.3664169	0.288	0.024	0.0000000	4	PRR11	ENSG00000068489	protein_coding	proline rich 11 [Source:HGNC Symbol;Acc:25619]
0.0000000	0.8323303	0.589	0.139	0.0000000	4	HELLS	ENSG00000119969	protein_coding	helicase, lymphoid-specific [Source:HGNC Symbol;Acc:4861]
0.0000000	0.8307598	0.973	0.740	0.0000000	4	TUBB	ENSG00000196230	protein_coding	tubulin, beta class I [Source:HGNC Symbol;Acc:20778]
0.0000000	0.4024087	0.329	0.038	0.0000000	4	CENPN	ENSG00000166451	protein_coding	centromere protein N [Source:HGNC Symbol;Acc:30873]
0.0000000	0.7657278	0.644	0.173	0.0000000	4	DDX39A	ENSG00000123136	protein_coding	DEAD (Asp-Glu-Ala-Asp) box polypeptide 39A [Source:HGNC Symbol;Acc:17821]
0.0000000	0.3796917	0.260	0.021	0.0000000	4	FANCA	ENSG00000187741	protein_coding	Fanconi anemia, complementation group A [Source:HGNC Symbol;Acc:3582]
0.0000000	0.7155850	0.548	0.127	0.0000000	4	ASRGL1	ENSG00000162174	protein_coding	asparaginase like 1 [Source:HGNC Symbol;Acc:16448]
0.0000000	0.6801020	0.438	0.076	0.0000000	4	TMSB15A	ENSG00000158164	protein_coding	thymosin beta 15a [Source:HGNC Symbol;Acc:30744]
0.0000000	0.5524886	0.370	0.054	0.0000000	4	ORC6	ENSG00000091651	protein_coding	origin recognition complex, subunit 6 [Source:HGNC Symbol;Acc:17151]
0.0000000	0.5010993	0.260	0.022	0.0000000	4	ARHGAP11A	ENSG00000198826	protein_coding	Rho GTPase activating protein 11A [Source:HGNC Symbol;Acc:15783]
0.0000000	0.5334118	0.685	0.193	0.0000000	4	PTN	ENSG00000105894	protein_coding	pleiotrophin [Source:HGNC Symbol;Acc:9630]
0.0000000	0.4237637	0.315	0.036	0.0000000	4	RTKN2	ENSG00000182010	protein_coding	rhotekin 2 [Source:HGNC Symbol;Acc:19364]
0.0000000	0.5209415	0.288	0.029	0.0000000	4	APOLD1	ENSG00000178878	protein_coding	apolipoprotein L domain containing 1 [Source:HGNC Symbol;Acc:25268]
0.0000000	0.4546809	0.301	0.036	0.0000000	4	RMI2	ENSG00000175643	protein_coding	RecQ mediated genome instability 2 [Source:HGNC Symbol;Acc:28349]
0.0000000	0.5280462	0.452	0.092	0.0000000	4	SAC3D1	ENSG00000168061	protein_coding	SAC3 domain containing 1 [Source:HGNC Symbol;Acc:30179]
0.0000000	0.4568524	0.342	0.051	0.0000000	4	KIAA1524	ENSG00000163507	protein_coding	KIAA1524 [Source:HGNC Symbol;Acc:29302]
0.0000000	0.3410005	0.329	0.044	0.0000000	4	RARRES2	ENSG00000106538	protein_coding	retinoic acid receptor responder (tazarotene induced) 2 [Source:HGNC Symbol;Acc:9868]
0.0000000	0.9376883	0.644	0.225	0.0000000	4	PCNA	ENSG00000132646	protein_coding	proliferating cell nuclear antigen [Source:HGNC Symbol;Acc:8729]
0.0000000	0.6477737	0.959	0.719	0.0000000	4	RAN	ENSG00000132341	protein_coding	RAN, member RAS oncogene family [Source:HGNC Symbol;Acc:9846]
0.0000000	0.4624563	0.356	0.055	0.0000000	4	HIST2H2AC	ENSG00000184260	protein_coding	histone cluster 2, H2ac [Source:HGNC Symbol;Acc:4738]
0.0000000	0.4139051	0.260	0.030	0.0000000	4	NCAPD2	ENSG00000010292	protein_coding	non-SMC condensin I complex, subunit D2 [Source:HGNC Symbol;Acc:24305]
0.0000000	0.6385392	0.959	0.781	0.0000000	4	NUCKS1	ENSG00000069275	protein_coding	nuclear casein kinase and cyclin-dependent kinase substrate 1 [Source:HGNC Symbol;Acc:29923]
0.0000000	0.6781252	0.890	0.471	0.0000000	4	LDHA	ENSG00000134333	protein_coding	lactate dehydrogenase A [Source:HGNC Symbol;Acc:6535]
0.0000000	0.4046847	0.329	0.052	0.0000000	4	FUZ	ENSG00000010361	protein_coding	fuzzy planar cell polarity protein [Source:HGNC Symbol;Acc:26219]
0.0000000	0.6878861	0.671	0.233	0.0000000	4	USP1	ENSG00000162607	protein_coding	ubiquitin specific peptidase 1 [Source:HGNC Symbol;Acc:12607]
0.0000000	0.8613375	0.890	0.634	0.0000000	4	DUT	ENSG00000128951	protein_coding	deoxyuridine triphosphatase [Source:HGNC Symbol;Acc:3078]
0.0000000	0.7005197	0.795	0.328	0.0000000	4	PAFAH1B3	ENSG00000079462	protein_coding	platelet-activating factor acetylhydrolase 1b, catalytic subunit 3 (29kDa) [Source:HGNC Symbol;Acc:8576]
0.0000000	0.6076909	0.685	0.228	0.0000000	4	RPA3	ENSG00000106399	protein_coding	replication protein A3, 14kDa [Source:HGNC Symbol;Acc:10291]
0.0000000	0.4791206	0.438	0.097	0.0000000	4	LMNB1	ENSG00000113368	protein_coding	lamin B1 [Source:HGNC Symbol;Acc:6637]
0.0000000	0.5075495	0.425	0.094	0.0000000	4	C12orf75	ENSG00000235162	protein_coding	chromosome 12 open reading frame 75 [Source:HGNC Symbol;Acc:35164]
0.0000000	0.5570876	0.479	0.120	0.0000000	4	H2AFX	ENSG00000188486	protein_coding	H2A histone family, member X [Source:HGNC Symbol;Acc:4739]
0.0000000	0.6755492	0.616	0.209	0.0000000	4	TMPO	ENSG00000120802	protein_coding	thymopoietin [Source:HGNC Symbol;Acc:11875]
0.0000000	0.5941909	0.452	0.113	0.0000000	4	RFC3	ENSG00000133119	protein_coding	replication factor C (activator 1) 3, 38kDa [Source:HGNC Symbol;Acc:9971]
0.0000000	0.5289719	1.000	0.964	0.0000000	4	STMN1	ENSG00000117632	protein_coding	stathmin 1 [Source:HGNC Symbol;Acc:6510]
0.0000000	0.5576131	1.000	0.838	0.0000000	4	HNRNPA2B1	ENSG00000122566	protein_coding	heterogeneous nuclear ribonucleoprotein A2/B1 [Source:HGNC Symbol;Acc:5033]
0.0000000	0.7070395	0.425	0.103	0.0000000	4	CRNDE	ENSG00000245694	lincRNA	colorectal neoplasia differentially expressed (non-protein coding) [Source:HGNC Symbol;Acc:37078]
0.0000000	0.7081529	0.904	0.642	0.0000000	4	TUBB4B	ENSG00000188229	protein_coding	tubulin, beta 4B class IVb [Source:HGNC Symbol;Acc:20771]
0.0000000	0.7678681	0.877	0.670	0.0000000	4	RANBP1	ENSG00000099901	protein_coding	RAN binding protein 1 [Source:HGNC Symbol;Acc:9847]
0.0000000	0.3577482	1.000	1.000	0.0000000	4	PTMA	ENSG00000187514	protein_coding	prothymosin, alpha [Source:HGNC Symbol;Acc:9623]
0.0000000	0.4651419	0.342	0.067	0.0000000	4	CDCA4	ENSG00000170779	protein_coding	cell division cycle associated 4 [Source:HGNC Symbol;Acc:14625]
0.0000000	0.4328207	0.397	0.090	0.0000000	4	DBF4	ENSG00000006634	protein_coding	DBF4 homolog (S. cerevisiae) [Source:HGNC Symbol;Acc:17364]
0.0000000	0.5421482	0.370	0.082	0.0000000	4	HIST1H1D	ENSG00000124575	protein_coding	histone cluster 1, H1d [Source:HGNC Symbol;Acc:4717]
0.0000000	0.4837385	0.260	0.040	0.0000000	4	CCNE2	ENSG00000175305	protein_coding	cyclin E2 [Source:HGNC Symbol;Acc:1590]
0.0000000	0.5445516	0.466	0.128	0.0000000	4	COMMD4	ENSG00000140365	protein_coding	COMM domain containing 4 [Source:HGNC Symbol;Acc:26027]
0.0000000	0.5828805	0.904	0.537	0.0000000	4	H2AFY	ENSG00000113648	protein_coding	H2A histone family, member Y [Source:HGNC Symbol;Acc:4740]
0.0000000	0.3988107	0.356	0.074	0.0000000	4	TUBB6	ENSG00000176014	protein_coding	tubulin, beta 6 class V [Source:HGNC Symbol;Acc:20776]
0.0000000	0.4862139	0.370	0.082	0.0000000	4	KNSTRN	ENSG00000128944	protein_coding	kinetochore-localized astrin/SPAG5 binding protein [Source:HGNC Symbol;Acc:30767]
0.0000000	0.5552120	0.822	0.363	0.0000000	4	RAD21	ENSG00000164754	protein_coding	RAD21 homolog (S. pombe) [Source:HGNC Symbol;Acc:9811]
0.0000000	0.5743793	0.795	0.380	0.0000000	4	GGH	ENSG00000137563	protein_coding	gamma-glutamyl hydrolase (conjugase, folylpolygammaglutamyl hydrolase) [Source:HGNC Symbol;Acc:4248]
0.0000000	0.4433032	0.397	0.095	0.0000000	4	RRM1	ENSG00000167325	protein_coding	ribonucleotide reductase M1 [Source:HGNC Symbol;Acc:10451]
0.0000000	0.3537150	0.274	0.046	0.0000000	4	LIG1	ENSG00000105486	protein_coding	ligase I, DNA, ATP-dependent [Source:HGNC Symbol;Acc:6598]
0.0000000	0.4436393	0.562	0.176	0.0000000	4	IDH2	ENSG00000182054	protein_coding	isocitrate dehydrogenase 2 (NADP+), mitochondrial [Source:HGNC Symbol;Acc:5383]
0.0000000	0.5924144	0.808	0.431	0.0000000	4	ANP32B	ENSG00000136938	protein_coding	acidic (leucine-rich) nuclear phosphoprotein 32 family, member B [Source:HGNC Symbol;Acc:16677]
0.0000000	0.4885822	0.411	0.105	0.0000000	4	UCP2	ENSG00000175567	protein_coding	uncoupling protein 2 (mitochondrial, proton carrier) [Source:HGNC Symbol;Acc:12518]
0.0000000	0.5603755	0.836	0.471	0.0000000	4	LSM5	ENSG00000106355	protein_coding	LSM5 homolog, U6 small nuclear RNA associated (S. cerevisiae) [Source:HGNC Symbol;Acc:17162]
0.0000000	0.4242915	1.000	0.945	0.0000000	4	GAPDH	ENSG00000111640	protein_coding	glyceraldehyde-3-phosphate dehydrogenase [Source:HGNC Symbol;Acc:4141]
0.0000000	0.5175726	0.575	0.197	0.0000000	4	TMEM97	ENSG00000109084	protein_coding	transmembrane protein 97 [Source:HGNC Symbol;Acc:28106]
0.0000000	0.4343102	0.589	0.201	0.0000000	4	PSAT1	ENSG00000135069	protein_coding	phosphoserine aminotransferase 1 [Source:HGNC Symbol;Acc:19129]
0.0000000	0.4914012	0.575	0.192	0.0000000	4	PHGDH	ENSG00000092621	protein_coding	phosphoglycerate dehydrogenase [Source:HGNC Symbol;Acc:8923]
0.0000000	0.4090490	0.425	0.113	0.0000000	4	HMGN5	ENSG00000198157	protein_coding	high mobility group nucleosome binding domain 5 [Source:HGNC Symbol;Acc:8013]
0.0000000	0.3938057	0.260	0.044	0.0000000	4	PSMC3IP	ENSG00000131470	protein_coding	PSMC3 interacting protein [Source:HGNC Symbol;Acc:17928]
0.0000000	0.4800094	0.370	0.089	0.0000000	4	KIF20B	ENSG00000138182	protein_coding	kinesin family member 20B [Source:HGNC Symbol;Acc:7212]
0.0000000	0.4870669	0.699	0.274	0.0000000	4	CKLF	ENSG00000217555	protein_coding	chemokine-like factor [Source:HGNC Symbol;Acc:13253]
0.0000000	0.4353717	0.479	0.143	0.0000000	4	MIS18BP1	ENSG00000129534	protein_coding	MIS18 binding protein 1 [Source:HGNC Symbol;Acc:20190]
0.0000000	0.4230378	0.411	0.106	0.0000000	4	SAE1	ENSG00000142230	protein_coding	SUMO1 activating enzyme subunit 1 [Source:HGNC Symbol;Acc:30660]
0.0000000	0.4467172	0.288	0.057	0.0000000	4	C21orf58	ENSG00000160298	protein_coding	chromosome 21 open reading frame 58 [Source:HGNC Symbol;Acc:1300]
0.0000000	0.4273262	0.288	0.057	0.0000001	4	PRIM1	ENSG00000198056	protein_coding	primase, DNA, polypeptide 1 (49kDa) [Source:HGNC Symbol;Acc:9369]
0.0000000	0.4062044	0.534	0.171	0.0000001	4	HIST1H1C	ENSG00000187837	protein_coding	histone cluster 1, H1c [Source:HGNC Symbol;Acc:4716]
0.0000000	0.3854125	0.315	0.067	0.0000001	4	RCCD1	ENSG00000166965	protein_coding	RCC1 domain containing 1 [Source:HGNC Symbol;Acc:30457]
0.0000000	0.4635158	0.411	0.113	0.0000001	4	MGST1	ENSG00000008394	protein_coding	microsomal glutathione S-transferase 1 [Source:HGNC Symbol;Acc:7061]
0.0000000	0.4334485	0.384	0.100	0.0000001	4	TEX30	ENSG00000151287	protein_coding	testis expressed 30 [Source:HGNC Symbol;Acc:25188]
0.0000000	0.4851858	0.356	0.086	0.0000001	4	RFC4	ENSG00000163918	protein_coding	replication factor C (activator 1) 4, 37kDa [Source:HGNC Symbol;Acc:9972]
0.0000000	0.5174544	0.411	0.116	0.0000001	4	GINS2	ENSG00000131153	protein_coding	GINS complex subunit 2 (Psf2 homolog) [Source:HGNC Symbol;Acc:24575]
0.0000000	0.5143202	0.781	0.379	0.0000003	4	FDPS	ENSG00000160752	protein_coding	farnesyl diphosphate synthase [Source:HGNC Symbol;Acc:3631]
0.0000000	0.4200883	0.562	0.195	0.0000003	4	SYNE2	ENSG00000054654	protein_coding	spectrin repeat containing, nuclear envelope 2 [Source:HGNC Symbol;Acc:17084]
0.0000000	0.5753345	0.589	0.228	0.0000003	4	MZT1	ENSG00000204899	protein_coding	mitotic spindle organizing protein 1 [Source:HGNC Symbol;Acc:33830]
0.0000000	0.3140926	0.315	0.070	0.0000004	4	DSN1	ENSG00000149636	protein_coding	DSN1, MIS12 kinetochore complex component [Source:HGNC Symbol;Acc:16165]
0.0000000	0.3940192	0.370	0.097	0.0000005	4	NFIB	ENSG00000147862	protein_coding	nuclear factor I/B [Source:HGNC Symbol;Acc:7785]
0.0000000	0.5899783	0.822	0.437	0.0000006	4	HP1BP3	ENSG00000127483	protein_coding	heterochromatin protein 1, binding protein 3 [Source:HGNC Symbol;Acc:24973]
0.0000000	0.3611691	0.260	0.051	0.0000008	4	WDR76	ENSG00000092470	protein_coding	WD repeat domain 76 [Source:HGNC Symbol;Acc:25773]
0.0000000	0.3601101	0.288	0.059	0.0000008	4	LBR	ENSG00000143815	protein_coding	lamin B receptor [Source:HGNC Symbol;Acc:6518]
0.0000000	0.6382183	0.603	0.268	0.0000008	4	UBE2S	ENSG00000108106	protein_coding	ubiquitin-conjugating enzyme E2S [Source:HGNC Symbol;Acc:17895]
0.0000000	0.5179263	0.877	0.507	0.0000008	4	PSIP1	ENSG00000164985	protein_coding	PC4 and SFRS1 interacting protein 1 [Source:HGNC Symbol;Acc:9527]
0.0000000	0.4106207	0.370	0.095	0.0000008	4	VRK1	ENSG00000100749	protein_coding	vaccinia related kinase 1 [Source:HGNC Symbol;Acc:12718]
0.0000000	0.5557885	0.877	0.571	0.0000010	4	SNRPD1	ENSG00000167088	protein_coding	small nuclear ribonucleoprotein D1 polypeptide 16kDa [Source:HGNC Symbol;Acc:11158]
0.0000000	0.3598979	0.466	0.144	0.0000012	4	DNAJC9	ENSG00000213551	protein_coding	DnaJ (Hsp40) homolog, subfamily C, member 9 [Source:HGNC Symbol;Acc:19123]
0.0000000	0.6383009	0.726	0.371	0.0000014	4	PSMC3	ENSG00000165916	protein_coding	proteasome (prosome, macropain) 26S subunit, ATPase, 3 [Source:HGNC Symbol;Acc:9549]
0.0000000	0.4941396	0.959	0.704	0.0000016	4	SNRPG	ENSG00000143977	protein_coding	small nuclear ribonucleoprotein polypeptide G [Source:HGNC Symbol;Acc:11163]
0.0000000	0.3071620	0.301	0.067	0.0000018	4	PSRC1	ENSG00000134222	protein_coding	proline/serine-rich coiled-coil 1 [Source:HGNC Symbol;Acc:24472]
0.0000000	0.4854704	0.493	0.171	0.0000020	4	TUBG1	ENSG00000131462	protein_coding	tubulin, gamma 1 [Source:HGNC Symbol;Acc:12417]
0.0000000	0.4637369	0.397	0.120	0.0000024	4	PXMP2	ENSG00000176894	protein_coding	peroxisomal membrane protein 2, 22kDa [Source:HGNC Symbol;Acc:9716]
0.0000000	0.5891595	0.658	0.328	0.0000033	4	BUB3	ENSG00000154473	protein_coding	BUB3 mitotic checkpoint protein [Source:HGNC Symbol;Acc:1151]
0.0000000	0.3960027	0.342	0.090	0.0000038	4	RFC2	ENSG00000049541	protein_coding	replication factor C (activator 1) 2, 40kDa [Source:HGNC Symbol;Acc:9970]
0.0000000	0.3474301	0.315	0.076	0.0000051	4	EZH2	ENSG00000106462	protein_coding	enhancer of zeste homolog 2 (Drosophila) [Source:HGNC Symbol;Acc:3527]
0.0000000	0.4576891	0.534	0.201	0.0000052	4	WDR34	ENSG00000119333	protein_coding	WD repeat domain 34 [Source:HGNC Symbol;Acc:28296]
0.0000000	0.4587555	0.945	0.864	0.0000058	4	PPIA	ENSG00000196262	protein_coding	peptidylprolyl isomerase A (cyclophilin A) [Source:HGNC Symbol;Acc:9253]
0.0000000	0.4136406	0.548	0.208	0.0000061	4	PBRM1	ENSG00000163939	protein_coding	polybromo 1 [Source:HGNC Symbol;Acc:30064]
0.0000000	0.4243852	0.397	0.122	0.0000074	4	PRTFDC1	ENSG00000099256	protein_coding	phosphoribosyl transferase domain containing 1 [Source:HGNC Symbol;Acc:23333]
0.0000000	0.3762375	0.274	0.062	0.0000075	4	POLD3	ENSG00000077514	protein_coding	polymerase (DNA-directed), delta 3, accessory subunit [Source:HGNC Symbol;Acc:20932]
0.0000000	0.3439659	0.466	0.151	0.0000078	4	RAD51C	ENSG00000108384	protein_coding	RAD51 paralog C [Source:HGNC Symbol;Acc:9820]
0.0000000	0.4011864	0.986	0.935	0.0000080	4	HSP90AA1	ENSG00000080824	protein_coding	heat shock protein 90kDa alpha (cytosolic), class A member 1 [Source:HGNC Symbol;Acc:5253]
0.0000000	0.5675854	0.740	0.376	0.0000094	4	ANP32E	ENSG00000143401	protein_coding	acidic (leucine-rich) nuclear phosphoprotein 32 family, member E [Source:HGNC Symbol;Acc:16673]
0.0000000	0.3367560	0.986	0.924	0.0000094	4	HINT1	ENSG00000169567	protein_coding	histidine triad nucleotide binding protein 1 [Source:HGNC Symbol;Acc:4912]
0.0000000	0.4764596	0.740	0.365	0.0000095	4	PTPLAD1	ENSG00000074696	protein_coding	protein tyrosine phosphatase-like A domain containing 1 [Source:HGNC Symbol;Acc:24175]
0.0000000	0.3588685	0.342	0.094	0.0000106	4	MCM3	ENSG00000112118	protein_coding	minichromosome maintenance complex component 3 [Source:HGNC Symbol;Acc:6945]
0.0000000	0.4563433	0.918	0.618	0.0000221	4	HNRNPA3	ENSG00000170144	protein_coding	heterogeneous nuclear ribonucleoprotein A3 [Source:HGNC Symbol;Acc:24941]
0.0000000	0.3140796	0.534	0.189	0.0000231	4	HPRT1	ENSG00000165704	protein_coding	hypoxanthine phosphoribosyltransferase 1 [Source:HGNC Symbol;Acc:5157]
0.0000000	0.5042957	0.808	0.439	0.0000351	4	CENPV	ENSG00000166582	protein_coding	centromere protein V [Source:HGNC Symbol;Acc:29920]
0.0000000	0.4568352	0.699	0.325	0.0000422	4	PRKDC	ENSG00000253729	protein_coding	protein kinase, DNA-activated, catalytic polypeptide [Source:HGNC Symbol;Acc:9413]
0.0000000	0.3365899	0.370	0.111	0.0000557	4	NT5DC2	ENSG00000168268	protein_coding	5’-nucleotidase domain containing 2 [Source:HGNC Symbol;Acc:25717]
0.0000000	0.4960783	0.781	0.456	0.0000656	4	VDAC3	ENSG00000078668	protein_coding	voltage-dependent anion channel 3 [Source:HGNC Symbol;Acc:12674]
0.0000000	0.2531553	0.288	0.071	0.0000825	4	NUDT15	ENSG00000136159	protein_coding	nudix (nucleoside diphosphate linked moiety X)-type motif 15 [Source:HGNC Symbol;Acc:23063]
0.0000000	0.3865343	0.507	0.195	0.0000853	4	RUVBL2	ENSG00000183207	protein_coding	RuvB-like AAA ATPase 2 [Source:HGNC Symbol;Acc:10475]
0.0000000	0.2989918	0.370	0.113	0.0000960	4	MPHOSPH9	ENSG00000051825	protein_coding	M-phase phosphoprotein 9 [Source:HGNC Symbol;Acc:7215]
0.0000000	0.4399510	0.644	0.292	0.0000975	4	ODC1	ENSG00000115758	protein_coding	ornithine decarboxylase 1 [Source:HGNC Symbol;Acc:8109]
0.0000000	0.3815333	0.521	0.195	0.0000998	4	FEN1	ENSG00000168496	protein_coding	flap structure-specific endonuclease 1 [Source:HGNC Symbol;Acc:3650]
0.0000000	0.3650884	0.356	0.109	0.0001026	4	SEPT10	ENSG00000186522	protein_coding	septin 10 [Source:HGNC Symbol;Acc:14349]
0.0000000	0.5476776	0.753	0.385	0.0001030	4	SMC3	ENSG00000108055	protein_coding	structural maintenance of chromosomes 3 [Source:HGNC Symbol;Acc:2468]
0.0000000	0.3782847	0.562	0.230	0.0001069	4	CARHSP1	ENSG00000153048	protein_coding	calcium regulated heat stable protein 1, 24kDa [Source:HGNC Symbol;Acc:17150]
0.0000000	0.3749739	0.274	0.070	0.0001345	4	BARD1	ENSG00000138376	protein_coding	BRCA1 associated RING domain 1 [Source:HGNC Symbol;Acc:952]
0.0000000	0.4765666	0.877	0.594	0.0001387	4	MINOS1	ENSG00000173436	protein_coding	mitochondrial inner membrane organizing system 1 [Source:HGNC Symbol;Acc:32068]
0.0000000	0.3365895	0.288	0.076	0.0001774	4	CKAP5	ENSG00000175216	protein_coding	cytoskeleton associated protein 5 [Source:HGNC Symbol;Acc:28959]
0.0000000	0.4741931	0.822	0.510	0.0001834	4	SNRPB	ENSG00000125835	protein_coding	small nuclear ribonucleoprotein polypeptides B and B1 [Source:HGNC Symbol;Acc:11153]
0.0000000	0.4400707	0.753	0.379	0.0002018	4	XRCC6	ENSG00000196419	protein_coding	X-ray repair complementing defective repair in Chinese hamster cells 6 [Source:HGNC Symbol;Acc:4055]
0.0000000	0.3406086	0.397	0.130	0.0002197	4	WDR54	ENSG00000005448	protein_coding	WD repeat domain 54 [Source:HGNC Symbol;Acc:25770]
0.0000000	0.4639844	0.699	0.355	0.0002361	4	BTG3	ENSG00000154640	protein_coding	BTG family, member 3 [Source:HGNC Symbol;Acc:1132]
0.0000000	0.3452707	1.000	0.943	0.0002446	4	YBX1	ENSG00000065978	protein_coding	Y box binding protein 1 [Source:HGNC Symbol;Acc:8014]
0.0000000	0.9174267	0.932	0.824	0.0002694	4	ARL6IP1	ENSG00000170540	protein_coding	ADP-ribosylation factor-like 6 interacting protein 1 [Source:HGNC Symbol;Acc:697]
0.0000000	0.4815489	0.603	0.279	0.0004179	4	NUDCD2	ENSG00000170584	protein_coding	NudC domain containing 2 [Source:HGNC Symbol;Acc:30535]
0.0000000	0.2799079	0.356	0.109	0.0004396	4	G2E3	ENSG00000092140	protein_coding	G2/M-phase specific E3 ubiquitin protein ligase [Source:HGNC Symbol;Acc:20338]
0.0000000	0.2894457	0.342	0.103	0.0004551	4	PPIH	ENSG00000171960	protein_coding	peptidylprolyl isomerase H (cyclophilin H) [Source:HGNC Symbol;Acc:14651]
0.0000000	0.3965913	0.918	0.677	0.0004878	4	FUS	ENSG00000089280	protein_coding	fused in sarcoma [Source:HGNC Symbol;Acc:4010]
0.0000000	0.3540382	0.438	0.162	0.0005040	4	ACOT7	ENSG00000097021	protein_coding	acyl-CoA thioesterase 7 [Source:HGNC Symbol;Acc:24157]
0.0000000	0.4499202	0.795	0.460	0.0005346	4	HNRNPD	ENSG00000138668	protein_coding	heterogeneous nuclear ribonucleoprotein D (AU-rich element RNA binding protein 1, 37kDa) [Source:HGNC Symbol;Acc:5036]
0.0000000	0.4149325	0.671	0.319	0.0005642	4	RBBP7	ENSG00000102054	protein_coding	retinoblastoma binding protein 7 [Source:HGNC Symbol;Acc:9890]
0.0000000	0.4362462	0.904	0.605	0.0005918	4	PTGES3	ENSG00000110958	protein_coding	prostaglandin E synthase 3 (cytosolic) [Source:HGNC Symbol;Acc:16049]
0.0000000	0.4446811	0.945	0.724	0.0006062	4	COX8A	ENSG00000176340	protein_coding	cytochrome c oxidase subunit VIIIA (ubiquitous) [Source:HGNC Symbol;Acc:2294]
0.0000000	0.3003072	0.384	0.128	0.0006220	4	MRPL17	ENSG00000158042	protein_coding	mitochondrial ribosomal protein L17 [Source:HGNC Symbol;Acc:14053]
0.0000000	0.5515420	0.644	0.341	0.0006434	4	SIVA1	ENSG00000184990	protein_coding	SIVA1, apoptosis-inducing factor [Source:HGNC Symbol;Acc:17712]
0.0000000	0.3029682	0.329	0.101	0.0006978	4	CUL3	ENSG00000036257	protein_coding	cullin 3 [Source:HGNC Symbol;Acc:2553]
0.0000000	0.4895785	0.740	0.444	0.0007107	4	RHEB	ENSG00000106615	protein_coding	Ras homolog enriched in brain [Source:HGNC Symbol;Acc:10011]
0.0000000	0.5377328	0.616	0.322	0.0007351	4	DEK	ENSG00000124795	protein_coding	DEK oncogene [Source:HGNC Symbol;Acc:2768]
0.0000000	0.3615516	0.671	0.312	0.0007593	4	TIMM10	ENSG00000134809	protein_coding	translocase of inner mitochondrial membrane 10 homolog (yeast) [Source:HGNC Symbol;Acc:11814]
0.0000001	0.3506799	0.973	0.835	0.0008891	4	HMGN1	ENSG00000205581	protein_coding	high mobility group nucleosome binding domain 1 [Source:HGNC Symbol;Acc:4984]
0.0000001	0.3638654	0.548	0.244	0.0008997	4	UQCC2	ENSG00000137288	protein_coding	ubiquinol-cytochrome c reductase complex assembly factor 2 [Source:HGNC Symbol;Acc:21237]
0.0000001	0.3799662	0.685	0.328	0.0009293	4	NUDT1	ENSG00000106268	protein_coding	nudix (nucleoside diphosphate linked moiety X)-type motif 1 [Source:HGNC Symbol;Acc:8048]
0.0000001	0.3276871	0.986	0.916	0.0009429	4	SUMO2	ENSG00000188612	protein_coding	small ubiquitin-like modifier 2 [Source:HGNC Symbol;Acc:11125]
0.0000001	0.3976616	0.630	0.296	0.0010459	4	RALY	ENSG00000125970	protein_coding	RALY heterogeneous nuclear ribonucleoprotein [Source:HGNC Symbol;Acc:15921]
0.0000001	0.5349669	0.616	0.307	0.0010471	4	NASP	ENSG00000132780	protein_coding	nuclear autoantigenic sperm protein (histone-binding) [Source:HGNC Symbol;Acc:7644]
0.0000001	0.2855499	0.329	0.103	0.0012877	4	PIK3R3	ENSG00000117461	protein_coding	phosphoinositide-3-kinase, regulatory subunit 3 (gamma) [Source:HGNC Symbol;Acc:8981]
0.0000001	0.3183033	0.411	0.146	0.0014646	4	C19orf48	ENSG00000167747	protein_coding	chromosome 19 open reading frame 48 [Source:HGNC Symbol;Acc:29667]
0.0000001	0.3076730	0.370	0.127	0.0015424	4	H1FX	ENSG00000184897	protein_coding	H1 histone family, member X [Source:HGNC Symbol;Acc:4722]
0.0000001	0.3552655	0.411	0.152	0.0015759	4	MIS18A	ENSG00000159055	protein_coding	MIS18 kinetochore protein A [Source:HGNC Symbol;Acc:1286]
0.0000001	0.3944723	0.384	0.141	0.0017167	4	HADH	ENSG00000138796	protein_coding	hydroxyacyl-CoA dehydrogenase [Source:HGNC Symbol;Acc:4799]
0.0000001	0.3966550	0.452	0.185	0.0019650	4	RACGAP1	ENSG00000161800	protein_coding	Rac GTPase activating protein 1 [Source:HGNC Symbol;Acc:9804]
0.0000001	0.4319127	0.753	0.441	0.0020194	4	KIF5B	ENSG00000170759	protein_coding	kinesin family member 5B [Source:HGNC Symbol;Acc:6324]
0.0000001	0.3476219	0.890	0.829	0.0021690	4	EEF1B2	ENSG00000114942	protein_coding	eukaryotic translation elongation factor 1 beta 2 [Source:HGNC Symbol;Acc:3208]
0.0000001	0.3238458	0.274	0.079	0.0023327	4	CCDC109B	ENSG00000005059	protein_coding	coiled-coil domain containing 109B [Source:HGNC Symbol;Acc:26076]
0.0000002	0.3111751	0.630	0.281	0.0025432	4	POLD2	ENSG00000106628	protein_coding	polymerase (DNA directed), delta 2, accessory subunit [Source:HGNC Symbol;Acc:9176]
0.0000002	0.2768376	0.534	0.216	0.0026667	4	SSRP1	ENSG00000149136	protein_coding	structure specific recognition protein 1 [Source:HGNC Symbol;Acc:11327]
0.0000002	0.4017307	0.699	0.376	0.0027437	4	KPNB1	ENSG00000108424	protein_coding	karyopherin (importin) beta 1 [Source:HGNC Symbol;Acc:6400]
0.0000002	0.3043383	0.370	0.130	0.0028982	4	RAC3	ENSG00000169750	protein_coding	ras-related C3 botulinum toxin substrate 3 (rho family, small GTP binding protein Rac3) [Source:HGNC Symbol;Acc:9803]
0.0000002	0.4491348	0.795	0.498	0.0030193	4	LSM3	ENSG00000170860	protein_coding	LSM3 homolog, U6 small nuclear RNA associated (S. cerevisiae) [Source:HGNC Symbol;Acc:17874]
0.0000002	0.2911108	0.315	0.100	0.0031730	4	SIN3A	ENSG00000169375	protein_coding	SIN3 transcription regulator family member A [Source:HGNC Symbol;Acc:19353]
0.0000002	0.2911889	0.370	0.132	0.0036332	4	BCL7C	ENSG00000099385	protein_coding	B-cell CLL/lymphoma 7C [Source:HGNC Symbol;Acc:1006]
0.0000002	0.4477800	0.493	0.222	0.0036768	4	FADS1	ENSG00000149485	protein_coding	fatty acid desaturase 1 [Source:HGNC Symbol;Acc:3574]
0.0000002	0.4170381	0.890	0.588	0.0036901	4	H2AFV	ENSG00000105968	protein_coding	H2A histone family, member V [Source:HGNC Symbol;Acc:20664]
0.0000002	0.3111220	0.370	0.133	0.0038712	4	RRP7A	ENSG00000189306	protein_coding	ribosomal RNA processing 7 homolog A (S. cerevisiae) [Source:HGNC Symbol;Acc:24286]
0.0000003	0.2807615	0.370	0.132	0.0043714	4	CMC2	ENSG00000103121	protein_coding	C-x(9)-C motif containing 2 [Source:HGNC Symbol;Acc:24447]
0.0000003	0.3686697	0.616	0.300	0.0044465	4	IMMP1L	ENSG00000148950	protein_coding	IMP1 inner mitochondrial membrane peptidase-like (S. cerevisiae) [Source:HGNC Symbol;Acc:26317]
0.0000003	0.2678065	0.329	0.106	0.0045352	4	SMCHD1	ENSG00000101596	protein_coding	structural maintenance of chromosomes flexible hinge domain containing 1 [Source:HGNC Symbol;Acc:29090]
0.0000003	0.2844531	0.384	0.136	0.0046343	4	KIF2A	ENSG00000068796	protein_coding	kinesin heavy chain member 2A [Source:HGNC Symbol;Acc:6318]
0.0000003	0.3700048	0.438	0.176	0.0049361	4	PLP2	ENSG00000102007	protein_coding	proteolipid protein 2 (colonic epithelium-enriched) [Source:HGNC Symbol;Acc:9087]
0.0000003	0.4576305	0.808	0.563	0.0053411	4	PA2G4	ENSG00000170515	protein_coding	proliferation-associated 2G4, 38kDa [Source:HGNC Symbol;Acc:8550]
0.0000004	0.2678265	0.370	0.133	0.0062105	4	MSH2	ENSG00000095002	protein_coding	mutS homolog 2 [Source:HGNC Symbol;Acc:7325]
0.0000004	0.4109936	0.808	0.542	0.0068619	4	XRCC5	ENSG00000079246	protein_coding	X-ray repair complementing defective repair in Chinese hamster cells 5 (double-strand-break rejoining) [Source:HGNC Symbol;Acc:12833]
0.0000004	0.3043097	0.370	0.135	0.0069635	4	NUP62	ENSG00000213024	protein_coding	nucleoporin 62kDa [Source:HGNC Symbol;Acc:8066]
0.0000005	0.3423738	0.603	0.287	0.0083043	4	C3orf14	ENSG00000114405	protein_coding	chromosome 3 open reading frame 14 [Source:HGNC Symbol;Acc:25024]
0.0000005	0.4145032	0.425	0.176	0.0086909	4	DNMT1	ENSG00000130816	protein_coding	DNA (cytosine-5-)-methyltransferase 1 [Source:HGNC Symbol;Acc:2976]
0.0000005	0.3363359	0.342	0.117	0.0088066	4	PMAIP1	ENSG00000141682	protein_coding	phorbol-12-myristate-13-acetate-induced protein 1 [Source:HGNC Symbol;Acc:9108]
0.0000008	0.4311747	0.904	0.635	0.0126884	4	GPX4	ENSG00000167468	protein_coding	glutathione peroxidase 4 [Source:HGNC Symbol;Acc:4556]
0.0000008	0.3531806	0.438	0.185	0.0130121	4	RIF1	ENSG00000080345	protein_coding	RAP1 interacting factor homolog (yeast) [Source:HGNC Symbol;Acc:23207]
0.0000009	0.2830043	1.000	0.959	0.0138558	4	HNRNPA1	ENSG00000135486	protein_coding	heterogeneous nuclear ribonucleoprotein A1 [Source:HGNC Symbol;Acc:5031]
0.0000009	0.2807143	1.000	0.979	0.0145017	4	UBB	ENSG00000170315	protein_coding	ubiquitin B [Source:HGNC Symbol;Acc:12463]
0.0000009	0.3733123	0.616	0.312	0.0146031	4	TMEM160	ENSG00000130748	protein_coding	transmembrane protein 160 [Source:HGNC Symbol;Acc:26042]
0.0000009	0.4277917	0.726	0.415	0.0146684	4	MZT2A	ENSG00000173272	protein_coding	mitotic spindle organizing protein 2A [Source:HGNC Symbol;Acc:33187]
0.0000010	0.3517431	0.603	0.301	0.0156582	4	UQCRC1	ENSG00000010256	protein_coding	ubiquinol-cytochrome c reductase core protein I [Source:HGNC Symbol;Acc:12585]
0.0000010	0.3698515	0.918	0.604	0.0160432	4	SHFM1	ENSG00000127922	protein_coding	split hand/foot malformation (ectrodactyly) type 1 [Source:HGNC Symbol;Acc:10845]
0.0000011	0.2651418	0.411	0.162	0.0171706	4	DNPH1	ENSG00000112667	protein_coding	2’-deoxynucleoside 5’-phosphate N-hydrolase 1 [Source:HGNC Symbol;Acc:21218]
0.0000012	0.3525683	0.562	0.281	0.0195599	4	C9orf142	ENSG00000148362	protein_coding	chromosome 9 open reading frame 142 [Source:HGNC Symbol;Acc:27849]
0.0000013	0.3438908	0.370	0.146	0.0203750	4	POLR3K	ENSG00000161980	protein_coding	polymerase (RNA) III (DNA directed) polypeptide K, 12.3 kDa [Source:HGNC Symbol;Acc:14121]
0.0000013	0.3775822	0.466	0.212	0.0207060	4	RNASEH2B	ENSG00000136104	protein_coding	ribonuclease H2, subunit B [Source:HGNC Symbol;Acc:25671]
0.0000014	0.3553074	0.397	0.163	0.0219493	4	UFD1L	ENSG00000070010	protein_coding	ubiquitin fusion degradation 1 like (yeast) [Source:HGNC Symbol;Acc:12520]
0.0000015	0.2654473	0.658	0.317	0.0245731	4	PAICS	ENSG00000128050	protein_coding	phosphoribosylaminoimidazole carboxylase, phosphoribosylaminoimidazole succinocarboxamide synthetase [Source:HGNC Symbol;Acc:8587]
0.0000016	0.2856261	0.493	0.219	0.0252314	4	PMF1	ENSG00000160783	protein_coding	polyamine-modulated factor 1 [Source:HGNC Symbol;Acc:9112]
0.0000017	0.3537615	0.425	0.184	0.0275080	4	RP11-798M19.6	ENSG00000272870	antisense
0.0000018	0.3752529	0.425	0.187	0.0289879	4	JADE1	ENSG00000077684	protein_coding	jade family PHD finger 1 [Source:HGNC Symbol;Acc:30027]
0.0000019	0.3202389	0.740	0.401	0.0302861	4	NUDC	ENSG00000090273	protein_coding	nudC nuclear distribution protein [Source:HGNC Symbol;Acc:8045]
0.0000019	0.3250347	0.452	0.198	0.0304015	4	ACTL6A	ENSG00000136518	protein_coding	actin-like 6A [Source:HGNC Symbol;Acc:24124]
0.0000019	0.2655631	0.452	0.187	0.0308031	4	NT5C3A	ENSG00000122643	protein_coding	5’-nucleotidase, cytosolic IIIA [Source:HGNC Symbol;Acc:17820]
0.0000019	0.3772363	0.630	0.333	0.0310735	4	SUPT16H	ENSG00000092201	protein_coding	suppressor of Ty 16 homolog (S. cerevisiae) [Source:HGNC Symbol;Acc:11465]
0.0000020	0.3588555	0.603	0.311	0.0329177	4	NDUFV1	ENSG00000167792	protein_coding	NADH dehydrogenase (ubiquinone) flavoprotein 1, 51kDa [Source:HGNC Symbol;Acc:7716]
0.0000022	0.2993420	0.466	0.204	0.0356631	4	HAT1	ENSG00000128708	protein_coding	histone acetyltransferase 1 [Source:HGNC Symbol;Acc:4821]
0.0000025	0.3580431	0.863	0.556	0.0397276	4	SRSF2	ENSG00000161547	protein_coding	serine/arginine-rich splicing factor 2 [Source:HGNC Symbol;Acc:10783]
0.0000025	0.4472833	0.562	0.293	0.0404173	4	MCM7	ENSG00000166508	protein_coding	minichromosome maintenance complex component 7 [Source:HGNC Symbol;Acc:6950]
0.0000026	0.2876984	0.411	0.170	0.0426419	4	TMEM106C	ENSG00000134291	protein_coding	transmembrane protein 106C [Source:HGNC Symbol;Acc:28775]
0.0000027	0.3578904	0.384	0.157	0.0443473	4	CEP57	ENSG00000166037	protein_coding	centrosomal protein 57kDa [Source:HGNC Symbol;Acc:30794]
0.0000028	0.4225870	0.589	0.314	0.0454755	4	CNIH4	ENSG00000143771	protein_coding	cornichon family AMPA receptor auxiliary protein 4 [Source:HGNC Symbol;Acc:25013]
0.0000031	0.3742258	0.849	0.574	0.0493238	4	U2AF1	ENSG00000160201	protein_coding	U2 small nuclear RNA auxiliary factor 1 [Source:HGNC Symbol;Acc:12453]
0.0000032	0.2919787	0.438	0.187	0.0515489	4	BLVRA	ENSG00000106605	protein_coding	biliverdin reductase A [Source:HGNC Symbol;Acc:1062]
0.0000037	0.2763802	0.329	0.120	0.0595579	4	ITM2C	ENSG00000135916	protein_coding	integral membrane protein 2C [Source:HGNC Symbol;Acc:6175]
0.0000038	0.3133267	0.658	0.344	0.0608574	4	MAGOH	ENSG00000162385	protein_coding	mago-nashi homolog, proliferation-associated (Drosophila) [Source:HGNC Symbol;Acc:6815]
0.0000043	0.2659676	0.521	0.235	0.0700199	4	EIF4EBP1	ENSG00000187840	protein_coding	eukaryotic translation initiation factor 4E binding protein 1 [Source:HGNC Symbol;Acc:3288]
0.0000045	0.2516854	0.507	0.228	0.0732727	4	SMC1A	ENSG00000072501	protein_coding	structural maintenance of chromosomes 1A [Source:HGNC Symbol;Acc:11111]
0.0000053	0.3114774	0.863	0.585	0.0847680	4	AC002454.1	ENSG00000237819	antisense
0.0000056	0.2828320	0.699	0.352	0.0895645	4	MRPS26	ENSG00000125901	protein_coding	mitochondrial ribosomal protein S26 [Source:HGNC Symbol;Acc:14045]
0.0000059	0.2500720	0.329	0.125	0.0959321	4	MSMO1	ENSG00000052802	protein_coding	methylsterol monooxygenase 1 [Source:HGNC Symbol;Acc:10545]
0.0000062	0.2770259	0.521	0.249	0.1003373	4	DHX15	ENSG00000109606	protein_coding	DEAH (Asp-Glu-Ala-His) box helicase 15 [Source:HGNC Symbol;Acc:2738]
0.0000063	0.3276688	0.329	0.130	0.1020234	4	CSE1L	ENSG00000124207	protein_coding	CSE1 chromosome segregation 1-like (yeast) [Source:HGNC Symbol;Acc:2431]
0.0000067	0.2569630	0.603	0.298	0.1074247	4	SRSF4	ENSG00000116350	protein_coding	serine/arginine-rich splicing factor 4 [Source:HGNC Symbol;Acc:10786]
0.0000079	0.2853034	0.493	0.228	0.1273716	4	ALG5	ENSG00000120697	protein_coding	ALG5, dolichyl-phosphate beta-glucosyltransferase [Source:HGNC Symbol;Acc:20266]
0.0000092	0.3985079	0.973	0.883	0.1482509	4	VIM	ENSG00000026025	protein_coding	vimentin [Source:HGNC Symbol;Acc:12692]
0.0000092	0.3393931	0.438	0.201	0.1492439	4	SF3A3	ENSG00000183431	protein_coding	splicing factor 3a, subunit 3, 60kDa [Source:HGNC Symbol;Acc:10767]
0.0000094	0.2582910	0.342	0.135	0.1515038	4	SNX5	ENSG00000089006	protein_coding	sorting nexin 5 [Source:HGNC Symbol;Acc:14969]
0.0000095	0.3311770	0.685	0.369	0.1537702	4	VBP1	ENSG00000155959	protein_coding	von Hippel-Lindau binding protein 1 [Source:HGNC Symbol;Acc:12662]
0.0000095	0.2505877	0.370	0.157	0.1539859	4	NFATC2IP	ENSG00000176953	protein_coding	nuclear factor of activated T-cells, cytoplasmic, calcineurin-dependent 2 interacting protein [Source:HGNC Symbol;Acc:25906]
0.0000097	0.2642344	0.452	0.204	0.1564404	4	SNRPA1	ENSG00000131876	protein_coding	small nuclear ribonucleoprotein polypeptide A’ [Source:HGNC Symbol;Acc:11152]
0.0000108	0.2673279	0.466	0.212	0.1750797	4	HNRNPA1L2	ENSG00000139675	protein_coding	heterogeneous nuclear ribonucleoprotein A1-like 2 [Source:HGNC Symbol;Acc:27067]
0.0000109	0.2935975	0.616	0.322	0.1760766	4	LAPTM4B	ENSG00000104341	protein_coding	lysosomal protein transmembrane 4 beta [Source:HGNC Symbol;Acc:13646]
0.0000113	0.3793082	0.863	0.572	0.1818168	4	SFPQ	ENSG00000116560	protein_coding	splicing factor proline/glutamine-rich [Source:HGNC Symbol;Acc:10774]
0.0000114	0.3370250	0.822	0.531	0.1843694	4	PSMA2.1	NA	NA	NA
0.0000118	0.3471140	0.658	0.372	0.1900611	4	CBX5	ENSG00000094916	protein_coding	chromobox homolog 5 [Source:HGNC Symbol;Acc:1555]
0.0000121	0.3225725	0.548	0.285	0.1951237	4	CACYBP	ENSG00000116161	protein_coding	calcyclin binding protein [Source:HGNC Symbol;Acc:30423]
0.0000134	0.3052080	0.767	0.453	0.2162784	4	PDCD5	ENSG00000105185	protein_coding	programmed cell death 5 [Source:HGNC Symbol;Acc:8764]
0.0000145	0.2834256	0.945	0.737	0.2335317	4	MZT2B	ENSG00000152082	protein_coding	mitotic spindle organizing protein 2B [Source:HGNC Symbol;Acc:25886]
0.0000149	0.3739451	0.836	0.609	0.2402595	4	COX5A	ENSG00000178741	protein_coding	cytochrome c oxidase subunit Va [Source:HGNC Symbol;Acc:2267]
0.0000179	0.3623998	0.575	0.323	0.2893714	4	PSMA3	ENSG00000100567	protein_coding	proteasome (prosome, macropain) subunit, alpha type, 3 [Source:HGNC Symbol;Acc:9532]
0.0000184	0.2678712	0.411	0.185	0.2976522	4	ELP6	ENSG00000163832	protein_coding	elongator acetyltransferase complex subunit 6 [Source:HGNC Symbol;Acc:25976]
0.0000186	0.3358766	0.507	0.252	0.3000568	4	TMEM98	ENSG00000006042	protein_coding	transmembrane protein 98 [Source:HGNC Symbol;Acc:24529]
0.0000193	0.2900556	0.329	0.130	0.3112033	4	MYH10	ENSG00000133026	protein_coding	myosin, heavy chain 10, non-muscle [Source:HGNC Symbol;Acc:7568]
0.0000197	0.3731853	0.603	0.334	0.3183714	4	MTHFD2	ENSG00000065911	protein_coding	methylenetetrahydrofolate dehydrogenase (NADP+ dependent) 2, methenyltetrahydrofolate cyclohydrolase [Source:HGNC Symbol;Acc:7434]
0.0000210	0.2542297	0.425	0.192	0.3393377	4	CYB5B	ENSG00000103018	protein_coding	cytochrome b5 type B (outer mitochondrial membrane) [Source:HGNC Symbol;Acc:24374]
0.0000245	0.3250388	0.712	0.431	0.3952912	4	ILF2	ENSG00000143621	protein_coding	interleukin enhancer binding factor 2 [Source:HGNC Symbol;Acc:6037]
0.0000249	0.2565251	0.274	0.101	0.4013869	4	CDK5RAP2	ENSG00000136861	protein_coding	CDK5 regulatory subunit associated protein 2 [Source:HGNC Symbol;Acc:18672]
0.0000252	0.2632691	0.370	0.160	0.4066868	4	EBP	ENSG00000147155	protein_coding	emopamil binding protein (sterol isomerase) [Source:HGNC Symbol;Acc:3133]
0.0000265	0.2881825	0.452	0.217	0.4274800	4	XPO1	ENSG00000082898	protein_coding	exportin 1 (CRM1 homolog, yeast) [Source:HGNC Symbol;Acc:12825]
0.0000269	0.3268490	0.726	0.445	0.4332957	4	NDUFA6	ENSG00000184983	protein_coding	NADH dehydrogenase (ubiquinone) 1 alpha subcomplex, 6, 14kDa [Source:HGNC Symbol;Acc:7690]
0.0000269	0.3389895	0.521	0.284	0.4344024	4	HSPB11	ENSG00000081870	protein_coding	heat shock protein family B (small), member 11 [Source:HGNC Symbol;Acc:25019]
0.0000278	0.3247755	0.849	0.545	0.4479328	4	HNRNPR	ENSG00000125944	protein_coding	heterogeneous nuclear ribonucleoprotein R [Source:HGNC Symbol;Acc:5047]
0.0000289	0.3171837	0.671	0.407	0.4657943	4	TECR	ENSG00000099797	protein_coding	trans-2,3-enoyl-CoA reductase [Source:HGNC Symbol;Acc:4551]
0.0000311	0.3624346	0.767	0.507	0.5016461	4	COPS6	ENSG00000168090	protein_coding	COP9 signalosome subunit 6 [Source:HGNC Symbol;Acc:21749]
0.0000319	0.2812641	0.452	0.225	0.5145453	4	LSM6	ENSG00000164167	protein_coding	LSM6 homolog, U6 small nuclear RNA associated (S. cerevisiae) [Source:HGNC Symbol;Acc:17017]
0.0000321	0.3291438	0.712	0.409	0.5176911	4	TPR	ENSG00000047410	protein_coding	translocated promoter region, nuclear basket protein [Source:HGNC Symbol;Acc:12017]
0.0000342	0.2619603	0.507	0.257	0.5520981	4	CLYBL	ENSG00000125246	protein_coding	citrate lyase beta like [Source:HGNC Symbol;Acc:18355]
0.0000344	0.3009122	0.767	0.502	0.5548059	4	PGAM1	ENSG00000171314	protein_coding	phosphoglycerate mutase 1 (brain) [Source:HGNC Symbol;Acc:8888]
0.0000402	0.3031743	0.466	0.230	0.6484795	4	CCDC14	ENSG00000175455	protein_coding	coiled-coil domain containing 14 [Source:HGNC Symbol;Acc:25766]
0.0000417	0.3109836	0.548	0.311	0.6731124	4	CCT5	ENSG00000150753	protein_coding	chaperonin containing TCP1, subunit 5 (epsilon) [Source:HGNC Symbol;Acc:1618]
0.0000427	0.2598429	0.329	0.139	0.6898292	4	RP11-620J15.3	ENSG00000257698	lincRNA
0.0000432	0.2908832	0.877	0.635	0.6967196	4	ANAPC11	ENSG00000141552	protein_coding	anaphase promoting complex subunit 11 [Source:HGNC Symbol;Acc:14452]
0.0000443	0.2671119	0.438	0.206	0.7149497	4	DECR1	ENSG00000104325	protein_coding	2,4-dienoyl CoA reductase 1, mitochondrial [Source:HGNC Symbol;Acc:2753]
0.0000495	0.2977473	0.493	0.247	0.7988296	4	PRKCSH	ENSG00000130175	protein_coding	protein kinase C substrate 80K-H [Source:HGNC Symbol;Acc:9411]
0.0000501	0.3251713	0.740	0.455	0.8081338	4	FKBP3	ENSG00000100442	protein_coding	FK506 binding protein 3, 25kDa [Source:HGNC Symbol;Acc:3719]
0.0000522	0.2657313	0.397	0.184	0.8421516	4	BRD8	ENSG00000112983	protein_coding	bromodomain containing 8 [Source:HGNC Symbol;Acc:19874]
0.0000532	0.2633296	0.904	0.699	0.8587087	4	SNRPE	ENSG00000182004	protein_coding	small nuclear ribonucleoprotein polypeptide E [Source:HGNC Symbol;Acc:11161]
0.0000538	0.2932811	0.959	0.837	0.8674015	4	SET	ENSG00000119335	protein_coding	SET nuclear oncogene [Source:HGNC Symbol;Acc:10760]
0.0000562	0.3526922	0.795	0.512	0.9069458	4	PHPT1	ENSG00000054148	protein_coding	phosphohistidine phosphatase 1 [Source:HGNC Symbol;Acc:30033]
0.0000698	0.2843524	0.493	0.250	1.0000000	4	SMS	ENSG00000102172	protein_coding	spermine synthase [Source:HGNC Symbol;Acc:11123]
0.0000729	0.2977154	0.685	0.404	1.0000000	4	HINT2	ENSG00000137133	protein_coding	histidine triad nucleotide binding protein 2 [Source:HGNC Symbol;Acc:18344]
0.0000739	0.3606652	0.630	0.422	1.0000000	4	ILF3	ENSG00000129351	protein_coding	interleukin enhancer binding factor 3, 90kDa [Source:HGNC Symbol;Acc:6038]
0.0000785	0.2741459	0.411	0.200	1.0000000	4	NXT1	ENSG00000132661	protein_coding	NTF2-like export factor 1 [Source:HGNC Symbol;Acc:15913]
0.0000812	0.3269170	0.521	0.279	1.0000000	4	MAGEF1	ENSG00000177383	protein_coding	melanoma antigen family F, 1 [Source:HGNC Symbol;Acc:29639]
0.0000845	0.2529773	0.397	0.189	1.0000000	4	NUDT5	ENSG00000165609	protein_coding	nudix (nucleoside diphosphate linked moiety X)-type motif 5 [Source:HGNC Symbol;Acc:8052]
0.0000943	0.2695470	0.329	0.144	1.0000000	4	SLC20A1	ENSG00000144136	protein_coding	solute carrier family 20 (phosphate transporter), member 1 [Source:HGNC Symbol;Acc:10946]
0.0000967	0.2581610	1.000	0.832	1.0000000	4	MIF	ENSG00000240972	protein_coding	macrophage migration inhibitory factor (glycosylation-inhibiting factor) [Source:HGNC Symbol;Acc:7097]
0.0000990	0.2739453	0.589	0.323	1.0000000	4	PSMD7	ENSG00000103035	protein_coding	proteasome (prosome, macropain) 26S subunit, non-ATPase, 7 [Source:HGNC Symbol;Acc:9565]
0.0001013	0.2787886	0.795	0.517	1.0000000	4	CAMTA1	ENSG00000171735	protein_coding	calmodulin binding transcription activator 1 [Source:HGNC Symbol;Acc:18806]
0.0001050	0.2628292	0.849	0.791	1.0000000	4	PFN1	ENSG00000108518	protein_coding	profilin 1 [Source:HGNC Symbol;Acc:8881]
0.0001066	0.2938825	0.507	0.273	1.0000000	4	SKA2	ENSG00000182628	protein_coding	spindle and kinetochore associated complex subunit 2 [Source:HGNC Symbol;Acc:28006]
0.0001165	0.2867218	0.534	0.293	1.0000000	4	SLC25A39	ENSG00000013306	protein_coding	solute carrier family 25, member 39 [Source:HGNC Symbol;Acc:24279]
0.0001384	0.2559590	0.781	0.491	1.0000000	4	FBL	ENSG00000105202	protein_coding	fibrillarin [Source:HGNC Symbol;Acc:3599]
0.0001478	0.2999481	0.644	0.407	1.0000000	4	PSME2	ENSG00000100911	protein_coding	proteasome (prosome, macropain) activator subunit 2 (PA28 beta) [Source:HGNC Symbol;Acc:9569]
0.0001479	0.2698618	0.904	0.780	1.0000000	4	HNRNPDL	ENSG00000152795	protein_coding	heterogeneous nuclear ribonucleoprotein D-like [Source:HGNC Symbol;Acc:5037]
0.0001555	0.3659041	0.740	0.537	1.0000000	4	SLC25A5	ENSG00000005022	protein_coding	solute carrier family 25 (mitochondrial carrier; adenine nucleotide translocator), member 5 [Source:HGNC Symbol;Acc:10991]
0.0001583	0.2573041	0.904	0.700	1.0000000	4	SLC1A3	ENSG00000079215	protein_coding	solute carrier family 1 (glial high affinity glutamate transporter), member 3 [Source:HGNC Symbol;Acc:10941]
0.0001672	0.2652459	0.438	0.219	1.0000000	4	GGCT	ENSG00000006625	protein_coding	gamma-glutamylcyclotransferase [Source:HGNC Symbol;Acc:21705]
0.0001770	0.2974556	0.384	0.181	1.0000000	4	RP11-195F19.5	ENSG00000187186	protein_coding	HCG2040265, isoform CRA_a; Uncharacterized protein; cDNA FLJ50015 [Source:UniProtKB/TrEMBL;Acc:B7Z3J9]
0.0001887	0.2815585	0.658	0.398	1.0000000	4	SEPT11	ENSG00000138758	protein_coding	septin 11 [Source:HGNC Symbol;Acc:25589]
0.0002011	0.2694548	0.466	0.255	1.0000000	4	CSTF3	ENSG00000176102	protein_coding	cleavage stimulation factor, 3’ pre-RNA, subunit 3, 77kDa [Source:HGNC Symbol;Acc:2485]
0.0002043	0.2703325	0.644	0.393	1.0000000	4	NUCB2	ENSG00000070081	protein_coding	nucleobindin 2 [Source:HGNC Symbol;Acc:8044]
0.0002075	0.2858874	0.575	0.336	1.0000000	4	IMPDH2	ENSG00000178035	protein_coding	IMP (inosine 5’-monophosphate) dehydrogenase 2 [Source:HGNC Symbol;Acc:6053]
0.0002154	0.2817079	0.452	0.235	1.0000000	4	RPA2	ENSG00000117748	protein_coding	replication protein A2, 32kDa [Source:HGNC Symbol;Acc:10290]
0.0002455	0.2852840	0.877	0.662	1.0000000	4	ENO1	ENSG00000074800	protein_coding	enolase 1, (alpha) [Source:HGNC Symbol;Acc:3350]
0.0002472	0.2633615	0.808	0.523	1.0000000	4	BANF1	ENSG00000175334	protein_coding	barrier to autointegration factor 1 [Source:HGNC Symbol;Acc:17397]
0.0002534	0.2895502	0.479	0.261	1.0000000	4	TCEAL3	ENSG00000196507	protein_coding	transcription elongation factor A (SII)-like 3 [Source:HGNC Symbol;Acc:28247]
0.0002832	0.3227811	0.726	0.501	1.0000000	4	HN1	ENSG00000189159	protein_coding	hematological and neurological expressed 1 [Source:HGNC Symbol;Acc:14569]
0.0003658	0.2929050	0.493	0.285	1.0000000	4	NAE1	ENSG00000159593	protein_coding	NEDD8 activating enzyme E1 subunit 1 [Source:HGNC Symbol;Acc:621]
0.0003697	0.3006452	0.767	0.583	1.0000000	4	MRPL51	ENSG00000111639	protein_coding	mitochondrial ribosomal protein L51 [Source:HGNC Symbol;Acc:14044]
0.0003915	0.2900664	0.795	0.580	1.0000000	4	LSM4	ENSG00000130520	protein_coding	LSM4 homolog, U6 small nuclear RNA associated (S. cerevisiae) [Source:HGNC Symbol;Acc:17259]
0.0004167	0.3122933	0.630	0.401	1.0000000	4	STRA13	ENSG00000169689	protein_coding	stimulated by retinoic acid 13 [Source:HGNC Symbol;Acc:11422]
0.0004190	0.2880183	0.890	0.691	1.0000000	4	SRSF3	ENSG00000112081	protein_coding	serine/arginine-rich splicing factor 3 [Source:HGNC Symbol;Acc:10785]
0.0004482	0.2934370	1.000	0.973	1.0000000	4	CALM2	ENSG00000143933	protein_coding	calmodulin 2 (phosphorylase kinase, delta) [Source:HGNC Symbol;Acc:1445]
0.0004690	0.2721903	0.603	0.363	1.0000000	4	UBE2E3	ENSG00000170035	protein_coding	ubiquitin-conjugating enzyme E2E 3 [Source:HGNC Symbol;Acc:12479]
0.0004704	0.2687537	0.849	0.613	1.0000000	4	HSPD1	ENSG00000144381	protein_coding	heat shock 60kDa protein 1 (chaperonin) [Source:HGNC Symbol;Acc:5261]
0.0004710	0.2895616	0.712	0.456	1.0000000	4	MGST3	ENSG00000143198	protein_coding	microsomal glutathione S-transferase 3 [Source:HGNC Symbol;Acc:7064]
0.0004875	0.3121386	0.342	0.173	1.0000000	4	SLBP	ENSG00000163950	protein_coding	stem-loop binding protein [Source:HGNC Symbol;Acc:10904]
0.0004925	0.2704572	0.726	0.439	1.0000000	4	DDX46	ENSG00000145833	protein_coding	DEAD (Asp-Glu-Ala-Asp) box polypeptide 46 [Source:HGNC Symbol;Acc:18681]
0.0005194	0.2741646	0.699	0.469	1.0000000	4	RNPS1	ENSG00000205937	protein_coding	RNA binding protein S1, serine-rich domain [Source:HGNC Symbol;Acc:10080]
0.0005304	0.2645409	0.671	0.447	1.0000000	4	CBX1	ENSG00000108468	protein_coding	chromobox homolog 1 [Source:HGNC Symbol;Acc:1551]
0.0005310	0.2576318	0.315	0.151	1.0000000	4	FIP1L1	ENSG00000145216	protein_coding	factor interacting with PAPOLA and CPSF1 [Source:HGNC Symbol;Acc:19124]
0.0005959	0.2752418	0.630	0.404	1.0000000	4	BUD31	ENSG00000106245	protein_coding	BUD31 homolog (S. cerevisiae) [Source:HGNC Symbol;Acc:29629]
0.0006034	0.2721777	0.589	0.363	1.0000000	4	CDK4	ENSG00000135446	protein_coding	cyclin-dependent kinase 4 [Source:HGNC Symbol;Acc:1773]
0.0006318	0.2709086	0.301	0.143	1.0000000	4	TP53	ENSG00000141510	protein_coding	tumor protein p53 [Source:HGNC Symbol;Acc:11998]
0.0006462	0.2962857	0.521	0.311	1.0000000	4	PFDN1	ENSG00000113068	protein_coding	prefoldin subunit 1 [Source:HGNC Symbol;Acc:8866]
0.0006828	0.2965765	0.616	0.399	1.0000000	4	SF3B2	ENSG00000087365	protein_coding	splicing factor 3b, subunit 2, 145kDa [Source:HGNC Symbol;Acc:10769]
0.0007482	0.3105012	0.712	0.479	1.0000000	4	PCOLCE	ENSG00000106333	protein_coding	procollagen C-endopeptidase enhancer [Source:HGNC Symbol;Acc:8738]
0.0007774	0.2560112	0.534	0.306	1.0000000	4	TSEN34	ENSG00000170892	protein_coding	TSEN34 tRNA splicing endonuclease subunit [Source:HGNC Symbol;Acc:15506]
0.0010143	0.2711493	0.767	0.540	1.0000000	4	EIF1AX	ENSG00000173674	protein_coding	eukaryotic translation initiation factor 1A, X-linked [Source:HGNC Symbol;Acc:3250]
0.0010706	0.2704930	0.671	0.463	1.0000000	4	GDI2	ENSG00000057608	protein_coding	GDP dissociation inhibitor 2 [Source:HGNC Symbol;Acc:4227]
0.0012559	0.2713076	0.274	0.130	1.0000000	4	HNRNPU-AS1	ENSG00000188206	antisense	HNRNPU antisense RNA 1 [Source:HGNC Symbol;Acc:27651]
0.0013103	0.2814663	0.767	0.572	1.0000000	4	NME1	ENSG00000239672	protein_coding	NME/NM23 nucleoside diphosphate kinase 1 [Source:HGNC Symbol;Acc:7849]
0.0014976	0.2717037	0.630	0.409	1.0000000	4	HNRNPAB	ENSG00000197451	protein_coding	heterogeneous nuclear ribonucleoprotein A/B [Source:HGNC Symbol;Acc:5034]
0.0015416	0.2542296	0.890	0.723	1.0000000	4	SRP9	ENSG00000143742	protein_coding	signal recognition particle 9kDa [Source:HGNC Symbol;Acc:11304]
0.0015688	0.2524359	0.534	0.338	1.0000000	4	LRRN1	ENSG00000175928	protein_coding	leucine rich repeat neuronal 1 [Source:HGNC Symbol;Acc:20980]
0.0019450	0.2784516	0.603	0.395	1.0000000	4	VPS29	ENSG00000111237	protein_coding	vacuolar protein sorting 29 homolog (S. cerevisiae) [Source:HGNC Symbol;Acc:14340]
0.0028454	0.3321336	0.781	0.593	1.0000000	4	SEPT7	ENSG00000122545	protein_coding	septin 7 [Source:HGNC Symbol;Acc:1717]
0.0032881	0.2527497	0.767	0.499	1.0000000	4	NTN5	ENSG00000142233	protein_coding	netrin 5 [Source:HGNC Symbol;Acc:25208]

5.4 Heatmap of top 10 gene markers per cluster

data_markers %>% group_by(cluster) %>% top_n(10, avg_logFC) -> top10
p <- DoHeatmap(seurat_30_principal_components, genes.use = top10$external_gene_id, slim.col.label = TRUE, remove.key = FALSE, do.plot=FALSE)
show(p)

5.5 Save Seurat object

# Save Seurat object.
file_name <- file.path(seurat_objects_directory, paste0(sample_name, "_seurat_object_pc_", principal_components, "_resolution_", resolution, ".Rda"))
assign(sample_name, seurat_30_principal_components)
do.call(save, list(sample_name, file=file_name))

5.6 Cell cycle plots

# Read cell cycle gene list
input_directory <- "../../../../cell_cycle"
input_file <- "CellCycleGeneList_1134_whitfield_2002.txt"
cell_cycle_genes <- fread(file.path(input_directory, "CellCycleGeneList_1134_whitfield_2002.txt"))
cell_cycle_genes$PHASE <- gsub("*", "", cell_cycle_genes$PHASE, fixed=TRUE)
cell_cycle_genes <- arrange(cell_cycle_genes, PHASE)
cell_cycle_genes$gene.symbol <- sapply(strsplit(cell_cycle_genes$NAME, split=" ", fixed= TRUE), "[", 1)

g1_s_genes <- filter(cell_cycle_genes, PHASE=="G1/S") %>% .$gene.symbol
g2_genes <- filter(cell_cycle_genes, PHASE=="G2") %>% .$gene.symbol
g2_m_genes <- filter(cell_cycle_genes, PHASE=="G2/M") %>% .$gene.symbol
m_g1_genes <- filter(cell_cycle_genes, PHASE=="M/G1") %>% .$gene.symbol
s_genes <- filter(cell_cycle_genes, PHASE=="S phase") %>% .$gene.symbol

# Compute cell cycle scores
expression_data <- as.data.frame(as.matrix(seurat_30_principal_components@data))

expression_data_g1_s_genes <- filter(expression_data, rownames(expression_data) %in% g1_s_genes)
expression_data_g2_genes <- filter(expression_data, rownames(expression_data) %in% g2_genes)
expression_data_g2_m_genes <- filter(expression_data, rownames(expression_data) %in% g2_m_genes)
expression_data_m_g1_genes <- filter(expression_data, rownames(expression_data) %in% m_g1_genes)
expression_data_s_genes <- filter(expression_data, rownames(expression_data) %in% s_genes)

expression_data_g1_s_scores <- colMeans(expression_data_g1_s_genes)
expression_data_g2_scores <- colMeans(expression_data_g2_genes)
expression_data_g2_m_scores <- colMeans(expression_data_g2_m_genes)
expression_data_m_g1_scores <- colMeans(expression_data_m_g1_genes)
expression_data_s_scores <- colMeans(expression_data_s_genes)

cell_cycle_scores <- as.data.frame(rbind(expression_data_g1_s_scores, 
                           expression_data_g2_scores, 
                           expression_data_g2_m_scores,
                           expression_data_m_g1_scores,
                           expression_data_s_scores))

rownames(cell_cycle_scores) <- gsub("expression_data.", "", rownames(cell_cycle_scores))

cell_cycle_scores_tidy <- as.data.frame(t(cell_cycle_scores))
cell_cycle_scores_tidy <- rownames_to_column(cell_cycle_scores_tidy, "cell") 
cell_cycle_scores_tidy <- add_column(cell_cycle_scores_tidy, cluster=seurat_30_principal_components@ident, .after="cell")

# Cell cycle trajectory plots
p <- ggplot(cell_cycle_scores_tidy, aes(x=g1_s_scores, y=g2_m_scores)) + 
  geom_point(aes(color=cluster)) + xlab("G1/S score") + ylab("G2/M score")
show(p)

p <- ggplot(cell_cycle_scores_tidy, aes(x=g1_s_scores, y=g2_m_scores)) + 
  geom_point(aes(color=cluster)) + xlab("G1/S score") + ylab("G2/M score") + facet_grid(~cluster)
show(p)

6 Session info

sessionInfo()

## R version 3.5.0 (2018-04-23)
## Platform: x86_64-redhat-linux-gnu (64-bit)
## Running under: CentOS Linux 7 (Core)
## 
## Matrix products: default
## BLAS/LAPACK: /var/chroots/hydraex-centos-7/usr/lib64/R/lib/libRblas.so
## 
## locale:
##  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
##  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
##  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
##  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
##  [9] LC_ADDRESS=C               LC_TELEPHONE=C            
## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
##  [1] bindrcpp_0.2.2    forcats_0.3.0     stringr_1.3.1    
##  [4] dplyr_0.7.6       purrr_0.2.5       readr_1.1.1      
##  [7] tidyr_0.8.1       tibble_1.4.2      tidyverse_1.2.1  
## [10] Seurat_2.3.4      cowplot_0.9.3     Matrix_1.2-14    
## [13] knitr_1.20        kableExtra_0.9.0  ggedit_0.3.0     
## [16] ggplot2_3.0.0     data.table_1.11.4
## 
## loaded via a namespace (and not attached):
##   [1] readxl_1.1.0        snow_0.4-2          backports_1.1.2    
##   [4] Hmisc_4.1-1         plyr_1.8.4          igraph_1.2.2       
##   [7] lazyeval_0.2.1      splines_3.5.0       digest_0.6.16      
##  [10] foreach_1.4.4       htmltools_0.3.6     lars_1.2           
##  [13] gdata_2.18.0        magrittr_1.5        checkmate_1.8.5    
##  [16] cluster_2.0.7-1     mixtools_1.1.0      ROCR_1.0-7         
##  [19] modelr_0.1.2        R.utils_2.7.0       colorspace_1.3-2   
##  [22] rvest_0.3.2         haven_1.1.2         crayon_1.3.4       
##  [25] jsonlite_1.5        bindr_0.1.1         survival_2.42-6    
##  [28] zoo_1.8-3           iterators_1.0.10    ape_5.1            
##  [31] glue_1.3.0          gtable_0.2.0        kernlab_0.9-27     
##  [34] prabclus_2.2-6      DEoptimR_1.0-8      scales_1.0.0       
##  [37] mvtnorm_1.0-8       bibtex_0.4.2        miniUI_0.1.1.1     
##  [40] Rcpp_0.12.18        metap_1.0           dtw_1.20-1         
##  [43] viridisLite_0.3.0   xtable_1.8-2        htmlTable_1.12     
##  [46] reticulate_1.10     foreign_0.8-71      bit_1.1-14         
##  [49] proxy_0.4-22        mclust_5.4.1        SDMTools_1.1-221   
##  [52] Formula_1.2-3       tsne_0.1-3          stats4_3.5.0       
##  [55] htmlwidgets_1.2     httr_1.3.1          gplots_3.0.1       
##  [58] RColorBrewer_1.1-2  shinyAce_0.3.1      fpc_2.1-11.1       
##  [61] acepack_1.4.1       modeltools_0.2-22   ica_1.0-2          
##  [64] pkgconfig_2.0.2     R.methodsS3_1.7.1   flexmix_2.3-14     
##  [67] nnet_7.3-12         labeling_0.3        tidyselect_0.2.4   
##  [70] rlang_0.2.2         reshape2_1.4.3      later_0.7.3        
##  [73] cellranger_1.1.0    munsell_0.5.0       tools_3.5.0        
##  [76] cli_1.0.0           broom_0.5.0         ggridges_0.5.0     
##  [79] evaluate_0.11       shinyBS_0.61        yaml_2.2.0         
##  [82] bit64_0.9-7         fitdistrplus_1.0-9  robustbase_0.93-2  
##  [85] caTools_1.17.1.1    RANN_2.6            pbapply_1.3-4      
##  [88] nlme_3.1-137        mime_0.5            R.oo_1.22.0        
##  [91] xml2_1.2.0          hdf5r_1.0.0         compiler_3.5.0     
##  [94] rstudioapi_0.7      png_0.1-7           stringi_1.2.4      
##  [97] highr_0.7           lattice_0.20-35     trimcluster_0.1-2.1
## [100] pillar_1.3.0        Rdpack_0.9-0        lmtest_0.9-36      
## [103] bitops_1.0-6        irlba_2.3.2         gbRd_0.4-11        
## [106] httpuv_1.4.5        R6_2.2.2            latticeExtra_0.6-28
## [109] promises_1.0.1      KernSmooth_2.23-15  gridExtra_2.3      
## [112] codetools_0.2-15    MASS_7.3-50         gtools_3.8.1       
## [115] assertthat_0.2.0    rprojroot_1.3-2     withr_2.1.2        
## [118] diptest_0.75-7      parallel_3.5.0      doSNOW_1.0.16      
## [121] hms_0.4.2           grid_3.5.0          rpart_4.1-13       
## [124] class_7.3-14        rmarkdown_1.10      segmented_0.5-3.0  
## [127] Rtsne_0.13          lubridate_1.7.4     shiny_1.1.0        
## [130] base64enc_0.1-3